Domain
Task
Showing 771 models
| # | Model | Domain | Task | Params ↑ | GFLOPs | VRAM | Score | Speed | Arch | Source |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | VirConv-S | 3D | 3D Object Detection | — | — | — | 87.23D AP | — | — | KITTI 3D |
| 2 | UDeerPEP | 3D | 3D Object Detection | — | — | — | 86.73D AP | — | — | KITTI 3D |
| 3 | VirConv-T | 3D | 3D Object Detection | — | — | — | 86.33D AP | — | — | KITTI 3D |
| 4 | ViKIENet-R | 3D | 3D Object Detection | — | — | — | 86.03D AP | — | — | KITTI 3D |
| 5 | LongSF | 3D | 3D Object Detection | — | — | — | 85.73D AP | — | — | KITTI 3D |
| 6 | kfc | 3D | 3D Object Detection | — | — | — | 85.63D AP | — | — | KITTI 3D |
| 7 | MPCF | 3D | 3D Object Detection | — | — | — | 85.53D AP | — | — | KITTI 3D |
| 8 | TSSTDet | 3D | 3D Object Detection | — | — | — | 85.53D AP | — | — | KITTI 3D |
| 9 | LPFusion | 3D | 3D Object Detection | — | — | — | 85.53D AP | — | — | KITTI 3D |
| 10 | 3ONet | 3D | 3D Object Detection | — | — | — | 85.53D AP | — | — | KITTI 3D |
| 11 | codif | 3D | 3D Object Detection | — | — | — | 85.53D AP | — | — | KITTI 3D |
| 12 | TED | 3D | 3D Object Detection | — | — | — | 85.33D AP | — | — | KITTI 3D |
| 13 | MVFusion | 3D | 3D Object Detection | — | — | — | 85.23D AP | — | — | KITTI 3D |
| 14 | ICD-PSOC | 3D | 3D Object Detection | — | — | — | 85.13D AP | — | — | KITTI 3D |
| 15 | LoGoNet | 3D | 3D Object Detection | — | — | — | 85.13D AP | — | — | KITTI 3D |
| 16 | TRTConv-L | 3D | 3D Object Detection | — | — | — | 85.03D AP | — | — | KITTI 3D |
| 17 | ViKIENet | 3D | 3D Object Detection | — | — | — | 85.03D AP | — | — | KITTI 3D |
| 18 | 3D-AWARE | 3D | 3D Object Detection | — | — | — | 84.83D AP | — | — | KITTI 3D |
| 19 | P3GMF | 3D | 3D Object Detection | — | — | — | 84.83D AP | — | — | KITTI 3D |
| 20 | SFD | 3D | 3D Object Detection | — | — | — | 84.83D AP | — | — | KITTI 3D |
| 21 | ACFNet | 3D | 3D Object Detection | — | — | — | 84.73D AP | — | — | KITTI 3D |
| 22 | MS-R | 3D | 3D Object Detection | — | — | — | 84.53D AP | — | — | KITTI 3D |
| 23 | TRTConv-T | 3D | 3D Object Detection | — | — | — | 84.43D AP | — | — | KITTI 3D |
| 24 | ICD-PSI | 3D | 3D Object Detection | — | — | — | 84.33D AP | — | — | KITTI 3D |
| 25 | 3D HANet | 3D | 3D Object Detection | — | — | — | 84.23D AP | — | — | KITTI 3D |
| 26 | CasA++ | 3D | 3D Object Detection | — | — | — | 84.03D AP | — | — | KITTI 3D |
| 27 | L-AUG | 3D | 3D Object Detection | — | — | — | 83.83D AP | — | — | KITTI 3D |
| 28 | auto_test | 3D | 3D Object Detection | — | — | — | 83.63D AP | — | — | KITTI 3D |
| 29 | LumiNet | 3D | 3D Object Detection | — | — | — | 83.33D AP | — | — | KITTI 3D |
| 30 | GraR-VoI | 3D | 3D Object Detection | — | — | — | 83.33D AP | — | — | KITTI 3D |
| 31 | GLENet-VR | 3D | 3D Object Detection | — | — | — | 83.23D AP | — | — | KITTI 3D |
| 32 | VPFNet | 3D | 3D Object Detection | — | — | — | 83.23D AP | — | — | KITTI 3D |
| 33 | GraR-Po | 3D | 3D Object Detection | — | — | — | 83.23D AP | — | — | KITTI 3D |
| 34 | CasA | 3D | 3D Object Detection | — | — | — | 83.13D AP | — | — | KITTI 3D |
| 35 | WinMamba | 3D | 3D Object Detection | — | — | — | 83.03D AP | — | — | KITTI 3D |
| 36 | UPIDet | 3D | 3D Object Detection | — | — | — | 83.03D AP | — | — | KITTI 3D |
| 37 | MLF-DET | 3D | 3D Object Detection | — | — | — | 82.93D AP | — | — | KITTI 3D |
| 38 | BtcDet | 3D | 3D Object Detection | — | — | — | 82.93D AP | — | — | KITTI 3D |
| 39 | GraR-Vo | 3D | 3D Object Detection | — | — | — | 82.83D AP | — | — | KITTI 3D |
| 40 | SPG_mini | 3D | 3D Object Detection | — | — | — | 82.73D AP | — | — | KITTI 3D |
| 41 | OcTr | 3D | 3D Object Detection | — | — | — | 82.63D AP | — | — | KITTI 3D |
| 42 | PA3DNet | 3D | 3D Object Detection | — | — | — | 82.63D AP | — | — | KITTI 3D |
| 43 | SE-SSD | 3D | 3D Object Detection | — | — | — | 82.53D AP | — | — | KITTI 3D |
| 44 | ImagePG | 3D | 3D Object Detection | — | — | — | 82.53D AP | — | — | KITTI 3D |
| 45 | DVF-V | 3D | 3D Object Detection | — | — | — | 82.53D AP | — | — | KITTI 3D |
| 46 | GraR-Pi | 3D | 3D Object Detection | — | — | — | 82.43D AP | — | — | KITTI 3D |
| 47 | DVF-PV | 3D | 3D Object Detection | — | — | — | 82.43D AP | — | — | KITTI 3D |
| 48 | 3D Dual-Fusion | 3D | 3D Object Detection | — | — | — | 82.43D AP | — | — | KITTI 3D |
| 49 | DPFusion | 3D | 3D Object Detection | — | — | — | 82.33D AP | — | — | KITTI 3D |
| 50 | RDIoU | 3D | 3D Object Detection | — | — | — | 82.33D AP | — | — | KITTI 3D |
| 51 | PVT-SSD | 3D | 3D Object Detection | — | — | — | 82.33D AP | — | — | KITTI 3D |
| 52 | Focals Conv | 3D | 3D Object Detection | — | — | — | 82.33D AP | — | — | KITTI 3D |
| 53 | CLOCs | 3D | 3D Object Detection | — | — | — | 82.33D AP | — | — | KITTI 3D |
| 54 | GraphAlign(ICCV2023) | 3D | 3D Object Detection | — | — | — | 82.23D AP | — | — | KITTI 3D |
| 55 | SASA | 3D | 3D Object Detection | — | — | — | 82.23D AP | — | — | KITTI 3D |
| 56 | PG-RCNN | 3D | 3D Object Detection | — | — | — | 82.13D AP | — | — | KITTI 3D |
| 57 | SPG | 3D | 3D Object Detection | — | — | — | 82.13D AP | — | — | KITTI 3D |
| 58 | RobusTor3D | 3D | 3D Object Detection | — | — | — | 82.13D AP | — | — | KITTI 3D |
| 59 | VoTr-TSD | 3D | 3D Object Detection | — | — | — | 82.13D AP | — | — | KITTI 3D |
| 60 | Pyramid R-CNN | 3D | 3D Object Detection | — | — | — | 82.13D AP | — | — | KITTI 3D |
| 61 | VoxSeT | 3D | 3D Object Detection | — | — | — | 82.13D AP | — | — | KITTI 3D |
| 62 | EQ-PVRCNN | 3D | 3D Object Detection | — | — | — | 82.03D AP | — | — | KITTI 3D |
| 63 | EPNet++ | 3D | 3D Object Detection | — | — | — | 82.03D AP | — | — | KITTI 3D |
| 64 | USVLab BSAODet | 3D | 3D Object Detection | — | — | — | 82.03D AP | — | — | KITTI 3D |
| 65 | MoAd | 3D | 3D Object Detection | — | — | — | 81.93D AP | — | — | KITTI 3D |
| 66 | HMFI | 3D | 3D Object Detection | — | — | — | 81.93D AP | — | — | KITTI 3D |
| 67 | RagNet3D | 3D | 3D Object Detection | — | — | — | 81.93D AP | — | — | KITTI 3D |
| 68 | PDV | 3D | 3D Object Detection | — | — | — | 81.93D AP | — | — | KITTI 3D |
| 69 | LGFE | 3D | 3D Object Detection | — | — | — | 81.83D AP | — | — | KITTI 3D |
| 70 | SQD | 3D | 3D Object Detection | — | — | — | 81.83D AP | — | — | KITTI 3D |
| 71 | CityBrainLab-CT3D | 3D | 3D Object Detection | — | — | — | 81.83D AP | — | — | KITTI 3D |
| 72 | M3DeTR | 3D | 3D Object Detection | — | — | — | 81.73D AP | — | — | KITTI 3D |
| 73 | SIENet | 3D | 3D Object Detection | — | — | — | 81.73D AP | — | — | KITTI 3D |
| 74 | Voxel R-CNN | 3D | 3D Object Detection | — | — | — | 81.63D AP | — | — | KITTI 3D |
| 75 | BADet | 3D | 3D Object Detection | — | — | — | 81.63D AP | — | — | KITTI 3D |
| 76 | FromVoxelToPoint | 3D | 3D Object Detection | — | — | — | 81.63D AP | — | — | KITTI 3D |
| 77 | DSB-fusion | 3D | 3D Object Detection | — | — | — | 81.63D AP | — | — | KITTI 3D |
| 78 | H^23D R-CNN | 3D | 3D Object Detection | — | — | — | 81.53D AP | — | — | KITTI 3D |
| 79 | FARP-Net | 3D | 3D Object Detection | — | — | — | 81.53D AP | — | — | KITTI 3D |
| 80 | IFOD | 3D | 3D Object Detection | — | — | — | 81.53D AP | — | — | KITTI 3D |
| 81 | DSA-PV-RCNN | 3D | 3D Object Detection | — | — | — | 81.53D AP | — | — | KITTI 3D |
| 82 | P2V-RCNN | 3D | 3D Object Detection | — | — | — | 81.53D AP | — | — | KITTI 3D |
| 83 | MMLab PV-RCNN | 3D | 3D Object Detection | — | — | — | 81.43D AP | — | — | KITTI 3D |
| 84 | code | 3D | 3D Object Detection | — | — | — | 81.43D AP | — | — | KITTI 3D |
| 85 | 2025AAAI-SSLfusion | 3D | 3D Object Detection | — | — | — | 81.43D AP | — | — | KITTI 3D |
| 86 | XView | 3D | 3D Object Detection | — | — | — | 81.33D AP | — | — | KITTI 3D |
| 87 | RangeRCNN | 3D | 3D Object Detection | — | — | — | 81.33D AP | — | — | KITTI 3D |
| 88 | CAT-Det | 3D | 3D Object Detection | — | — | — | 81.33D AP | — | — | KITTI 3D |
| 89 | PASS-PV-RCNN-Plus | 3D | 3D Object Detection | — | — | — | 81.33D AP | — | — | KITTI 3D |
| 90 | SparseFormer | 3D | 3D Object Detection | — | — | — | 81.33D AP | — | — | KITTI 3D |
| 91 | VPFNet | 3D | 3D Object Detection | — | — | — | 81.03D AP | — | — | KITTI 3D |
| 92 | Sem-Aug | 3D | 3D Object Detection | — | — | — | 80.83D AP | — | — | KITTI 3D |
| 93 | StructuralIF | 3D | 3D Object Detection | — | — | — | 80.73D AP | — | — | KITTI 3D |
| 94 | CLOCs_PVCas | 3D | 3D Object Detection | — | — | — | 80.73D AP | — | — | KITTI 3D |
| 95 | PointVit V2 | 3D | 3D Object Detection | — | — | — | 80.53D AP | — | — | KITTI 3D |
| 96 | SVGA-Net | 3D | 3D Object Detection | — | — | — | 80.53D AP | — | — | KITTI 3D |
| 97 | SRDL | 3D | 3D Object Detection | — | — | — | 80.43D AP | — | — | KITTI 3D |
| 98 | Fast-CLOCs | 3D | 3D Object Detection | — | — | — | 80.33D AP | — | — | KITTI 3D |
| 99 | SPANet | 3D | 3D Object Detection | — | — | — | 80.33D AP | — | — | KITTI 3D |
| 100 | IA-SSD (single) | 3D | 3D Object Detection | — | — | — | 80.33D AP | — | — | KITTI 3D |
| 101 | CIA-SSD | 3D | 3D Object Detection | — | — | — | 80.33D AP | — | — | KITTI 3D |
| 102 | IA-SSD (multi) | 3D | 3D Object Detection | — | — | — | 80.13D AP | — | — | KITTI 3D |
| 103 | EBM3DOD | 3D | 3D Object Detection | — | — | — | 80.13D AP | — | — | KITTI 3D |
| 104 | 3D-CVF at SPA | 3D | 3D Object Detection | — | — | — | 80.03D AP | — | — | KITTI 3D |
| 105 | PointVit P1 | 3D | 3D Object Detection | — | — | — | 80.03D AP | — | — | KITTI 3D |
| 106 | PointVit V1 | 3D | 3D Object Detection | — | — | — | 79.93D AP | — | — | KITTI 3D |
| 107 | SIF | 3D | 3D Object Detection | — | — | — | 79.93D AP | — | — | KITTI 3D |
| 108 | RangeIoUDet | 3D | 3D Object Detection | — | — | — | 79.83D AP | — | — | KITTI 3D |
| 109 | SA-SSD | 3D | 3D Object Detection | — | — | — | 79.83D AP | — | — | KITTI 3D |
| 110 | STD | 3D | 3D Object Detection | — | — | — | 79.73D AP | — | — | KITTI 3D |
| 111 | MGAF-3DSSD | 3D | 3D Object Detection | — | — | — | 79.73D AP | — | — | KITTI 3D |
| 112 | Struc info fusion II | 3D | 3D Object Detection | — | — | — | 79.63D AP | — | — | KITTI 3D |
| 113 | 3DSSD | 3D | 3D Object Detection | — | — | — | 79.63D AP | — | — | KITTI 3D |
| 114 | EBM3DOD baseline | 3D | 3D Object Detection | — | — | — | 79.53D AP | — | — | KITTI 3D |
| 115 | Struc info fusion I | 3D | 3D Object Detection | — | — | — | 79.53D AP | — | — | KITTI 3D |
| 116 | Point-GNN | 3D | 3D Object Detection | — | — | — | 79.53D AP | — | — | KITTI 3D |
| 117 | DFAF3D | 3D | 3D Object Detection | — | — | — | 79.43D AP | — | — | KITTI 3D |
| 118 | SSL-PointGNN | 3D | 3D Object Detection | — | — | — | 79.43D AP | — | — | KITTI 3D |
| 119 | LGD | 3D | 3D Object Detection | — | — | — | 79.33D AP | — | — | KITTI 3D |
| 120 | EPNet | 3D | 3D Object Detection | — | — | — | 79.33D AP | — | — | KITTI 3D |
| 121 | HC-MVMM | 3D | 3D Object Detection | — | — | — | 79.33D AP | — | — | KITTI 3D |
| 122 | DVFENet | 3D | 3D Object Detection | — | — | — | 79.23D AP | — | — | KITTI 3D |
| 123 | Faraway-Frustum | 3D | 3D Object Detection | — | — | — | 79.03D AP | — | — | KITTI 3D |
| 124 | GD-MAE | 3D | 3D Object Detection | — | — | — | 79.03D AP | — | — | KITTI 3D |
| 125 | 3D IoU-Net | 3D | 3D Object Detection | — | — | — | 79.03D AP | — | — | KITTI 3D |
| 126 | Voxel RCNN* | 3D | 3D Object Detection | — | — | — | 79.03D AP | — | — | KITTI 3D |
| 127 | SERCNN | 3D | 3D Object Detection | — | — | — | 79.03D AP | — | — | KITTI 3D |
| 128 | ACDet | 3D | 3D Object Detection | — | — | — | 78.83D AP | — | — | KITTI 3D |
| 129 | MVAF-Net | 3D | 3D Object Detection | — | — | — | 78.73D AP | — | — | KITTI 3D |
| 130 | LinkNet3D | 3D | 3D Object Detection | — | — | — | 78.53D AP | — | — | KITTI 3D |
| 131 | MMLab-PartA^2 | 3D | 3D Object Detection | — | — | — | 78.53D AP | — | — | KITTI 3D |
| 132 | CLOCs_SecCas | 3D | 3D Object Detection | — | — | — | 78.53D AP | — | — | KITTI 3D |
| 133 | Patches - EMP | 3D | 3D Object Detection | — | — | — | 78.43D AP | — | — | KITTI 3D |
| 134 | HotSpotNet | 3D | 3D Object Detection | — | — | — | 78.33D AP | — | — | KITTI 3D |
| 135 | Sem-Aug-PointRCNN++ | 3D | 3D Object Detection | — | — | — | 78.13D AP | — | — | KITTI 3D |
| 136 | CenterNet3D | 3D | 3D Object Detection | — | — | — | 77.93D AP | — | — | KITTI 3D |
| 137 | fshe_voxeln_1 | 3D | 3D Object Detection | — | — | — | 77.83D AP | — | — | KITTI 3D |
| 138 | UberATG-MMF | 3D | 3D Object Detection | — | — | — | 77.43D AP | — | — | KITTI 3D |
| 139 | Associate-3Ddet | 3D | 3D Object Detection | — | — | — | 77.43D AP | — | — | KITTI 3D |
| 140 | Fast Point R-CNN | 3D | 3D Object Detection | — | — | — | 77.43D AP | — | — | KITTI 3D |
| 141 | RangeDet (Official) | 3D | 3D Object Detection | — | — | — | 77.43D AP | — | — | KITTI 3D |
| 142 | MSFASA-3DNet | 3D | 3D Object Detection | — | — | — | 77.23D AP | — | — | KITTI 3D |
| 143 | Patches | 3D | 3D Object Detection | — | — | — | 77.23D AP | — | — | KITTI 3D |
| 144 | DynaMo3D | 3D | 3D Object Detection | — | — | — | 77.03D AP | — | — | KITTI 3D |
| 145 | fsh_l_1_4 | 3D | 3D Object Detection | — | — | — | 76.93D AP | — | — | KITTI 3D |
| 146 | SeSame-point | 3D | 3D Object Detection | — | — | — | 76.83D AP | — | — | KITTI 3D |
| 147 | HRI-VoxelFPN | 3D | 3D Object Detection | — | — | — | 76.73D AP | — | — | KITTI 3D |
| 148 | SARPNET | 3D | 3D Object Detection | — | — | — | 76.63D AP | — | — | KITTI 3D |
| 149 | saf_u | 3D | 3D Object Detection | — | — | — | 76.63D AP | — | — | KITTI 3D |
| 150 | 3D IoU Loss | 3D | 3D Object Detection | — | — | — | 76.53D AP | — | — | KITTI 3D |
| 151 | F-ConvNet | 3D | 3D Object Detection | — | — | — | 76.43D AP | — | — | KITTI 3D |
| 152 | fsh_saf_1 | 3D | 3D Object Detection | — | — | — | 76.33D AP | — | — | KITTI 3D |
| 153 | SegVoxelNet | 3D | 3D Object Detection | — | — | — | 76.13D AP | — | — | KITTI 3D |
| 154 | S-AT GCN | 3D | 3D Object Detection | — | — | — | 76.03D AP | — | — | KITTI 3D |
| 155 | TANet | 3D | 3D Object Detection | — | — | — | 75.93D AP | — | — | KITTI 3D |
| 156 | PointRGCN | 3D | 3D Object Detection | — | — | — | 75.73D AP | — | — | KITTI 3D |
| 157 | MMLab-PointRCNN | 3D | 3D Object Detection | — | — | — | 75.63D AP | — | — | KITTI 3D |
| 158 | Fade 3D | 3D | 3D Object Detection | — | — | — | 75.63D AP | — | — | KITTI 3D |
| 159 | AB3DMOT | 3D | 3D Object Detection | — | — | — | 75.43D AP | — | — | KITTI 3D |
| 160 | BASE | 3D | 3D Object Detection | — | — | — | 75.43D AP | — | — | KITTI 3D |
| 161 | R-GCN | 3D | 3D Object Detection | — | — | — | 75.33D AP | — | — | KITTI 3D |
| 162 | PL++: PV-RCNN++ | 3D | 3D Object Detection | — | — | — | 75.23D AP | — | — | KITTI 3D |
| 163 | epBRM | 3D | 3D Object Detection | — | — | — | 75.23D AP | — | — | KITTI 3D |
| 164 | SeSame-voxel | 3D | 3D Object Detection | — | — | — | 75.03D AP | — | — | KITTI 3D |
| 165 | MAFF-Net(DAF-Pillar) | 3D | 3D Object Detection | — | — | — | 75.03D AP | — | — | KITTI 3D |
| 166 | PASS-PointPillar | 3D | 3D Object Detection | — | — | — | 74.83D AP | — | — | KITTI 3D |
| 167 | PI-RCNN | 3D | 3D Object Detection | — | — | — | 74.83D AP | — | — | KITTI 3D |
| 168 | mmFUSION | 3D | 3D Object Detection | — | — | — | 74.43D AP | — | — | KITTI 3D |
| 169 | PointPillars | 3D | 3D Object Detection | — | — | — | 74.33D AP | — | — | KITTI 3D |
| 170 | PCNet3D++ | 3D | 3D Object Detection | — | — | — | 74.23D AP | — | — | KITTI 3D |
| 171 | HINTED | 3D | 3D Object Detection | — | — | — | 74.13D AP | — | — | KITTI 3D |
| 172 | ARPNET | 3D | 3D Object Detection | — | — | — | 74.03D AP | — | — | KITTI 3D |
| 173 | GBC2DNet | 3D | 3D Object Detection | — | — | — | 74.03D AP | — | — | KITTI 3D |
| 174 | Harmonic PointPillar | 3D | 3D Object Detection | — | — | — | 74.03D AP | — | — | KITTI 3D |
| 175 | M3DNet | 3D | 3D Object Detection | — | — | — | 73.93D AP | — | — | KITTI 3D |
| 176 | SeSame-pillar | 3D | 3D Object Detection | — | — | — | 73.83D AP | — | — | KITTI 3D |
| 177 | VPFnet | 3D | 3D Object Detection | — | — | — | 73.83D AP | — | — | KITTI 3D |
| 178 | PC-CNN-V2 | 3D | 3D Object Detection | — | — | — | 73.83D AP | — | — | KITTI 3D |
| 179 | C-GCN | 3D | 3D Object Detection | — | — | — | 73.63D AP | — | — | KITTI 3D |
| 180 | PCNet3D | 3D | 3D Object Detection | — | — | — | 73.63D AP | — | — | KITTI 3D |
| 181 | 3DBN | 3D | 3D Object Detection | — | — | — | 73.53D AP | — | — | KITTI 3D |
| 182 | PointRGBNet | 3D | 3D Object Detection | — | — | — | 73.53D AP | — | — | KITTI 3D |
| 183 | SCNet | 3D | 3D Object Detection | — | — | — | 73.23D AP | — | — | KITTI 3D |
| 184 | SeSame-pillar w/scor | 3D | 3D Object Detection | — | — | — | 73.23D AP | — | — | KITTI 3D |
| 185 | PFF3D | 3D | 3D Object Detection | — | — | — | 72.93D AP | — | — | KITTI 3D |
| 186 | DASS | 3D | 3D Object Detection | — | — | — | 72.33D AP | — | — | KITTI 3D |
| 187 | AVOD-FPN | 3D | 3D Object Detection | — | — | — | 71.83D AP | — | — | KITTI 3D |
| 188 | PointPainting | 3D | 3D Object Detection | — | — | — | 71.73D AP | — | — | KITTI 3D |
| 189 | AFCAP | 3D | 3D Object Detection | — | — | — | 70.73D AP | — | — | KITTI 3D |
| 190 | WS3D | 3D | 3D Object Detection | — | — | — | 70.63D AP | — | — | KITTI 3D |
| 191 | DSFNet | 3D | 3D Object Detection | — | — | — | 70.43D AP | — | — | KITTI 3D |
| 192 | F-PointNet | 3D | 3D Object Detection | — | — | — | 69.83D AP | — | — | KITTI 3D |
| 193 | EOTL | 3D | 3D Object Detection | — | — | — | 69.13D AP | — | — | KITTI 3D |
| 194 | UberATG-ContFuse | 3D | 3D Object Detection | — | — | — | 68.83D AP | — | — | KITTI 3D |
| 195 | M-VPFnet | 3D | 3D Object Detection | — | — | — | 68.23D AP | — | — | KITTI 3D |
| 196 | MLOD | 3D | 3D Object Detection | — | — | — | 67.83D AP | — | — | KITTI 3D |
| 197 | DSGN++ | 3D | 3D Object Detection | — | — | — | 67.43D AP | — | — | KITTI 3D |
| 198 | DMF | 3D | 3D Object Detection | — | — | — | 67.33D AP | — | — | KITTI 3D |
| 199 | AVOD | 3D | 3D Object Detection | — | — | — | 66.53D AP | — | — | KITTI 3D |
| 200 | StereoDistill | 3D | 3D Object Detection | — | — | — | 66.43D AP | — | — | KITTI 3D |
| 201 | MMLAB LIGA-Stereo | 3D | 3D Object Detection | — | — | — | 64.73D AP | — | — | KITTI 3D |
| 202 | BirdNet+ | 3D | 3D Object Detection | — | — | — | 64.03D AP | — | — | KITTI 3D |
| 203 | MV3D | 3D | 3D Object Detection | — | — | — | 63.63D AP | — | — | KITTI 3D |
| 204 | SNVC | 3D | 3D Object Detection | — | — | — | 61.33D AP | — | — | KITTI 3D |
| 205 | RCD | 3D | 3D Object Detection | — | — | — | 60.63D AP | — | — | KITTI 3D |
| 206 | SeSame-point w/score | 3D | 3D Object Detection | — | — | — | 56.93D AP | — | — | KITTI 3D |
| 207 | A3DODWTDA | 3D | 3D Object Detection | — | — | — | 56.83D AP | — | — | KITTI 3D |
| 208 | MSVN | 3D | 3D Object Detection | — | — | — | 55.93D AP | — | — | KITTI 3D |
| 209 | PL++ (SDN+GDC) | 3D | 3D Object Detection | — | — | — | 54.93D AP | — | — | KITTI 3D |
| 210 | MV3D (LIDAR) | 3D | 3D Object Detection | — | — | — | 54.53D AP | — | — | KITTI 3D |
| 211 | CDN | 3D | 3D Object Detection | — | — | — | 54.23D AP | — | — | KITTI 3D |
| 212 | CG-Stereo | 3D | 3D Object Detection | — | — | — | 53.63D AP | — | — | KITTI 3D |
| 213 | DSGN | 3D | 3D Object Detection | — | — | — | 52.23D AP | — | — | KITTI 3D |
| 214 | BirdNet+ (legacy) | 3D | 3D Object Detection | — | — | — | 51.93D AP | — | — | KITTI 3D |
| 215 | SG3D | 3D | 3D Object Detection | — | — | — | 47.93D AP | — | — | KITTI 3D |
| 216 | Complexer-YOLO | 3D | 3D Object Detection | — | — | — | 47.33D AP | — | — | KITTI 3D |
| 217 | SeSame-voxel w/score | 3D | 3D Object Detection | — | — | — | 47.13D AP | — | — | KITTI 3D |
| 218 | CPD(unsupervised) | 3D | 3D Object Detection | — | — | — | 47.03D AP | — | — | KITTI 3D |
| 219 | ESGN | 3D | 3D Object Detection | — | — | — | 46.43D AP | — | — | KITTI 3D |
| 220 | Disp R-CNN (velo) | 3D | 3D Object Detection | — | — | — | 45.83D AP | — | — | KITTI 3D |
| 221 | CDN-PL++ | 3D | 3D Object Detection | — | — | — | 44.93D AP | — | — | KITTI 3D |
| 222 | DDStereo | 3D | 3D Object Detection | — | — | — | 44.03D AP | — | — | KITTI 3D |
| 223 | Disp R-CNN | 3D | 3D Object Detection | — | — | — | 43.33D AP | — | — | KITTI 3D |
| 224 | EpiStereo | 3D | 3D Object Detection | — | — | — | 43.03D AP | — | — | KITTI 3D |
| 225 | Pseudo-LiDAR++ | 3D | 3D Object Detection | — | — | — | 42.43D AP | — | — | KITTI 3D |
| 226 | EfficientStereo-3D | 3D | 3D Object Detection | — | — | — | 41.83D AP | — | — | KITTI 3D |
| 227 | YOLOStereo3D | 3D | 3D Object Detection | — | — | — | 41.33D AP | — | — | KITTI 3D |
| 228 | StereoDETR | 3D | 3D Object Detection | — | — | — | 41.23D AP | — | — | KITTI 3D |
| 229 | RT3D-GMP | 3D | 3D Object Detection | — | — | — | 38.83D AP | — | — | KITTI 3D |
| 230 | ZoomNet | 3D | 3D Object Detection | — | — | — | 38.63D AP | — | — | KITTI 3D |
| 231 | OC Stereo | 3D | 3D Object Detection | — | — | — | 37.63D AP | — | — | KITTI 3D |
| 232 | Pseudo-Lidar | 3D | 3D Object Detection | — | — | — | 34.03D AP | — | — | KITTI 3D |
| 233 | Stereo CenterNet | 3D | 3D Object Detection | — | — | — | 31.33D AP | — | — | KITTI 3D |
| 234 | Stereo R-CNN | 3D | 3D Object Detection | — | — | — | 30.23D AP | — | — | KITTI 3D |
| 235 | BirdNet | 3D | 3D Object Detection | — | — | — | 27.33D AP | — | — | KITTI 3D |
| 236 | DA3D+KM3D+v2-99 | 3D | 3D Object Detection | — | — | — | 26.83D AP | — | — | KITTI 3D |
| 237 | CIE + DM3D | 3D | 3D Object Detection | — | — | — | 25.03D AP | — | — | KITTI 3D |
| 238 | MonoPro | 3D | 3D Object Detection | — | — | — | 23.73D AP | — | — | KITTI 3D |
| 239 | RT3DStereo | 3D | 3D Object Detection | — | — | — | 23.33D AP | — | — | KITTI 3D |
| 240 | DA3D+KM3D | 3D | 3D Object Detection | — | — | — | 22.13D AP | — | — | KITTI 3D |
| 241 | MonoMIP | 3D | 3D Object Detection | — | — | — | 21.73D AP | — | — | KITTI 3D |
| 242 | MonoPCS | 3D | 3D Object Detection | — | — | — | 21.33D AP | — | — | KITTI 3D |
| 243 | LeAD-M3D | 3D | 3D Object Detection | — | — | — | 21.23D AP | — | — | KITTI 3D |
| 244 | MonoDTF | 3D | 3D Object Detection | — | — | — | 21.23D AP | — | — | KITTI 3D |
| 245 | MonoD2OM | 3D | 3D Object Detection | — | — | — | 21.13D AP | — | — | KITTI 3D |
| 246 | CIE | 3D | 3D Object Detection | — | — | — | 20.93D AP | — | — | KITTI 3D |
| 247 | DA3D | 3D | 3D Object Detection | — | — | — | 20.53D AP | — | — | KITTI 3D |
| 248 | MonoIA | 3D | 3D Object Detection | — | — | — | 20.33D AP | — | — | KITTI 3D |
| 249 | MonoCD-E | 3D | 3D Object Detection | — | — | — | 20.33D AP | — | — | KITTI 3D |
| 250 | MonoCtrl_MonoLSS | 3D | 3D Object Detection | — | — | — | 20.13D AP | — | — | KITTI 3D |
| 251 | MonoDF | 3D | 3D Object Detection | — | — | — | 20.03D AP | — | — | KITTI 3D |
| 252 | MonoDLGD | 3D | 3D Object Detection | — | — | — | 19.93D AP | — | — | KITTI 3D |
| 253 | MonoCLUE | 3D | 3D Object Detection | — | — | — | 19.73D AP | — | — | KITTI 3D |
| 254 | MonoHID | 3D | 3D Object Detection | — | — | — | 19.73D AP | — | — | KITTI 3D |
| 255 | RARE | 3D | 3D Object Detection | — | — | — | 19.63D AP | — | — | KITTI 3D |
| 256 | MonoHPE | 3D | 3D Object Detection | — | — | — | 19.53D AP | — | — | KITTI 3D |
| 257 | MonoDGC | 3D | 3D Object Detection | — | — | — | 19.43D AP | — | — | KITTI 3D |
| 258 | MonoGeo | 3D | 3D Object Detection | — | — | — | 19.33D AP | — | — | KITTI 3D |
| 259 | AMNet+DDAD15M | 3D | 3D Object Detection | — | — | — | 19.33D AP | — | — | KITTI 3D |
| 260 | MonoLSS | 3D | 3D Object Detection | — | — | — | 19.13D AP | — | — | KITTI 3D |
| 261 | RT3D | 3D | 3D Object Detection | — | — | — | 19.13D AP | — | — | KITTI 3D |
| 262 | MonoCoP | 3D | 3D Object Detection | — | — | — | 19.13D AP | — | — | KITTI 3D |
| 263 | MonoGeo | 3D | 3D Object Detection | — | — | — | 19.03D AP | — | — | KITTI 3D |
| 264 | MF | 3D | 3D Object Detection | — | — | — | 18.93D AP | — | — | KITTI 3D |
| 265 | NeurOCS | 3D | 3D Object Detection | — | — | — | 18.93D AP | — | — | KITTI 3D |
| 266 | IDEAL-M3D | 3D | 3D Object Detection | — | — | — | 18.93D AP | — | — | KITTI 3D |
| 267 | MonoLiG | 3D | 3D Object Detection | — | — | — | 18.93D AP | — | — | KITTI 3D |
| 268 | MonoCLUE | 3D | 3D Object Detection | — | — | — | 18.83D AP | — | — | KITTI 3D |
| 269 | MonoCLUE_all | 3D | 3D Object Detection | — | — | — | 18.73D AP | — | — | KITTI 3D |
| 270 | MonoCtrl_MonoLSS(re) | 3D | 3D Object Detection | — | — | — | 18.73D AP | — | — | KITTI 3D |
| 271 | CMKD | 3D | 3D Object Detection | — | — | — | 18.73D AP | — | — | KITTI 3D |
| 272 | Monodgc-3classes | 3D | 3D Object Detection | — | — | — | 18.63D AP | — | — | KITTI 3D |
| 273 | Mix-Teaching | 3D | 3D Object Detection | — | — | — | 18.53D AP | — | — | KITTI 3D |
| 274 | MonoCtrl_MonoDistill | 3D | 3D Object Detection | — | — | — | 18.43D AP | — | — | KITTI 3D |
| 275 | StereoFENet | 3D | 3D Object Detection | — | — | — | 18.43D AP | — | — | KITTI 3D |
| 276 | AMNet | 3D | 3D Object Detection | — | — | — | 18.43D AP | — | — | KITTI 3D |
| 277 | MonoCtrl_MonoCD | 3D | 3D Object Detection | — | — | — | 18.33D AP | — | — | KITTI 3D |
| 278 | MonoGMM | 3D | 3D Object Detection | — | — | — | 18.33D AP | — | — | KITTI 3D |
| 279 | MonoCtrl_MonoDistill | 3D | 3D Object Detection | — | — | — | 18.23D AP | — | — | KITTI 3D |
| 280 | PS-SVDM | 3D | 3D Object Detection | — | — | — | 18.13D AP | — | — | KITTI 3D |
| 281 | MonoSample (DID-M3D) | 3D | 3D Object Detection | — | — | — | 18.13D AP | — | — | KITTI 3D |
| 282 | MonoCtrl_MonoDistill | 3D | 3D Object Detection | — | — | — | 17.93D AP | — | — | KITTI 3D |
| 283 | MonoLSS(retrained) | 3D | 3D Object Detection | — | — | — | 17.93D AP | — | — | KITTI 3D |
| 284 | LPCG-Monoflex | 3D | 3D Object Detection | — | — | — | 17.83D AP | — | — | KITTI 3D |
| 285 | PS-fld | 3D | 3D Object Detection | — | — | — | 17.73D AP | — | — | KITTI 3D |
| 286 | fdaa11 | 3D | 3D Object Detection | — | — | — | 17.63D AP | — | — | KITTI 3D |
| 287 | MonoSKD | 3D | 3D Object Detection | — | — | — | 17.43D AP | — | — | KITTI 3D |
| 288 | MonoDDE | 3D | 3D Object Detection | — | — | — | 17.13D AP | — | — | KITTI 3D |
| 289 | MonoNeRD | 3D | 3D Object Detection | — | — | — | 17.13D AP | — | — | KITTI 3D |
| 290 | OPA-3D | 3D | 3D Object Detection | — | — | — | 17.13D AP | — | — | KITTI 3D |
| 291 | Mobile Stereo R-CNN | 3D | 3D Object Detection | — | — | — | 17.03D AP | — | — | KITTI 3D |
| 292 | DD3D | 3D | 3D Object Detection | — | — | — | 16.93D AP | — | — | KITTI 3D |
| 293 | ADD | 3D | 3D Object Detection | — | — | — | 16.83D AP | — | — | KITTI 3D |
| 294 | MonOri | 3D | 3D Object Detection | — | — | — | 16.83D AP | — | — | KITTI 3D |
| 295 | MonoUNI | 3D | 3D Object Detection | — | — | — | 16.73D AP | — | — | KITTI 3D |
| 296 | MonoCD | 3D | 3D Object Detection | — | — | — | 16.63D AP | — | — | KITTI 3D |
| 297 | DID-M3D | 3D | 3D Object Detection | — | — | — | 16.33D AP | — | — | KITTI 3D |
| 298 | MonoDETR | 3D | 3D Object Detection | — | — | — | 16.33D AP | — | — | KITTI 3D |
| 299 | MonoFRD | 3D | 3D Object Detection | — | — | — | 16.23D AP | — | — | KITTI 3D |
| 300 | DCD | 3D | 3D Object Detection | — | — | — | 15.93D AP | — | — | KITTI 3D |
| 301 | MonoDTR | 3D | 3D Object Detection | — | — | — | 15.43D AP | — | — | KITTI 3D |
| 302 | GUPNet | 3D | 3D Object Detection | — | — | — | 15.03D AP | — | — | KITTI 3D |
| 303 | Cube R-CNN | 3D | 3D Object Detection | — | — | — | 15.03D AP | — | — | KITTI 3D |
| 304 | HomoLoss(monoflex) | 3D | 3D Object Detection | — | — | — | 14.93D AP | — | — | KITTI 3D |
| 305 | SGM3D | 3D | 3D Object Detection | — | — | — | 14.73D AP | — | — | KITTI 3D |
| 306 | MonoDSSMs-A | 3D | 3D Object Detection | — | — | — | 14.63D AP | — | — | KITTI 3D |
| 307 | MDSNet | 3D | 3D Object Detection | — | — | — | 14.53D AP | — | — | KITTI 3D |
| 308 | DEVIANT | 3D | 3D Object Detection | — | — | — | 14.53D AP | — | — | KITTI 3D |
| 309 | DLE | 3D | 3D Object Detection | — | — | — | 14.33D AP | — | — | KITTI 3D |
| 310 | AutoShape | 3D | 3D Object Detection | — | — | — | 14.23D AP | — | — | KITTI 3D |
| 311 | MonoDSSMs-M | 3D | 3D Object Detection | — | — | — | 14.23D AP | — | — | KITTI 3D |
| 312 | MonoFlex | 3D | 3D Object Detection | — | — | — | 13.93D AP | — | — | KITTI 3D |
| 313 | MonoEF | 3D | 3D Object Detection | — | — | — | 13.93D AP | — | — | KITTI 3D |
| 314 | MonoRCNN++ | 3D | 3D Object Detection | — | — | — | 13.73D AP | — | — | KITTI 3D |
| 315 | DFR-Net | 3D | 3D Object Detection | — | — | — | 13.63D AP | — | — | KITTI 3D |
| 316 | PS-SVDM | 3D | 3D Object Detection | — | — | — | 13.53D AP | — | — | KITTI 3D |
| 317 | CaDDN | 3D | 3D Object Detection | — | — | — | 13.43D AP | — | — | KITTI 3D |
| 318 | PCT | 3D | 3D Object Detection | — | — | — | 13.43D AP | — | — | KITTI 3D |
| 319 | Ground-Aware | 3D | 3D Object Detection | — | — | — | 13.33D AP | — | — | KITTI 3D |
| 320 | FMF-occlusion-net | 3D | 3D Object Detection | — | — | — | 13.13D AP | — | — | KITTI 3D |
| 321 | Aug3D-RPN | 3D | 3D Object Detection | — | — | — | 13.03D AP | — | — | KITTI 3D |
| 322 | HomoLoss(imvoxelnet) | 3D | 3D Object Detection | — | — | — | 13.03D AP | — | — | KITTI 3D |
| 323 | DDMP-3D | 3D | 3D Object Detection | — | — | — | 12.83D AP | — | — | KITTI 3D |
| 324 | Kinematic3D | 3D | 3D Object Detection | — | — | — | 12.73D AP | — | — | KITTI 3D |
| 325 | MonoRCNN | 3D | 3D Object Detection | — | — | — | 12.73D AP | — | — | KITTI 3D |
| 326 | GrooMeD-NMS | 3D | 3D Object Detection | — | — | — | 12.33D AP | — | — | KITTI 3D |
| 327 | MonoRUn | 3D | 3D Object Detection | — | — | — | 12.33D AP | — | — | KITTI 3D |
| 328 | monodle | 3D | 3D Object Detection | — | — | — | 12.33D AP | — | — | KITTI 3D |
| 329 | YoloMono3D | 3D | 3D Object Detection | — | — | — | 12.13D AP | — | — | KITTI 3D |
| 330 | IAFA | 3D | 3D Object Detection | — | — | — | 12.03D AP | — | — | KITTI 3D |
| 331 | MonOAPC | 3D | 3D Object Detection | — | — | — | 12.03D AP | — | — | KITTI 3D |
| 332 | GAC3D | 3D | 3D Object Detection | — | — | — | 12.03D AP | — | — | KITTI 3D |
| 333 | CMAN | 3D | 3D Object Detection | — | — | — | 11.93D AP | — | — | KITTI 3D |
| 334 | PGD-FCOS3D | 3D | 3D Object Detection | — | — | — | 11.83D AP | — | — | KITTI 3D |
| 335 | D4LCN | 3D | 3D Object Detection | — | — | — | 11.73D AP | — | — | KITTI 3D |
| 336 | KM3D | 3D | 3D Object Detection | — | — | — | 11.43D AP | — | — | KITTI 3D |
| 337 | BEVHeight++ | 3D | 3D Object Detection | — | — | — | 11.33D AP | — | — | KITTI 3D |
| 338 | RefinedMPL | 3D | 3D Object Detection | — | — | — | 11.13D AP | — | — | KITTI 3D |
| 339 | PatchNet | 3D | 3D Object Detection | — | — | — | 11.13D AP | — | — | KITTI 3D |
| 340 | ImVoxelNet | 3D | 3D Object Detection | — | — | — | 11.03D AP | — | — | KITTI 3D |
| 341 | AM3D | 3D | 3D Object Detection | — | — | — | 10.73D AP | — | — | KITTI 3D |
| 342 | MonoCD+DGWA | 3D | 3D Object Detection | — | — | — | 10.33D AP | — | — | KITTI 3D |
| 343 | RTM3D | 3D | 3D Object Detection | — | — | — | 10.33D AP | — | — | KITTI 3D |
| 344 | FA-MonoCD | 3D | 3D Object Detection | — | — | — | 10.13D AP | — | — | KITTI 3D |
| 345 | MonoPair | 3D | 3D Object Detection | — | — | — | 10.03D AP | — | — | KITTI 3D |
| 346 | Neighbor-Vote | 3D | 3D Object Detection | — | — | — | 9.93D AP | — | — | KITTI 3D |
| 347 | SMOKE | 3D | 3D Object Detection | — | — | — | 9.83D AP | — | — | KITTI 3D |
| 348 | M3D-RPN | 3D | 3D Object Detection | — | — | — | 9.73D AP | — | — | KITTI 3D |
| 349 | QD-3DT | 3D | 3D Object Detection | — | — | — | 9.33D AP | — | — | KITTI 3D |
| 350 | TopNet-HighRes | 3D | 3D Object Detection | — | — | — | 9.33D AP | — | — | KITTI 3D |
| 351 | MonoCD | 3D | 3D Object Detection | — | — | — | 9.03D AP | — | — | KITTI 3D |
| 352 | MonoCInIS | 3D | 3D Object Detection | — | — | — | 7.93D AP | — | — | KITTI 3D |
| 353 | Plane-Constraints | 3D | 3D Object Detection | — | — | — | 7.93D AP | — | — | KITTI 3D |
| 354 | SS3D | 3D | 3D Object Detection | — | — | — | 7.73D AP | — | — | KITTI 3D |
| 355 | MonoCInIS | 3D | 3D Object Detection | — | — | — | 7.73D AP | — | — | KITTI 3D |
| 356 | Mono3D_PLiDAR | 3D | 3D Object Detection | — | — | — | 7.53D AP | — | — | KITTI 3D |
| 357 | MonoPSR | 3D | 3D Object Detection | — | — | — | 7.33D AP | — | — | KITTI 3D |
| 358 | Decoupled-3D | 3D | 3D Object Detection | — | — | — | 7.03D AP | — | — | KITTI 3D |
| 359 | VoxelJones | 3D | 3D Object Detection | — | — | — | 6.33D AP | — | — | KITTI 3D |
| 360 | MonoGRNet | 3D | 3D Object Detection | — | — | — | 5.73D AP | — | — | KITTI 3D |
| 361 | A3DODWTDA (image) | 3D | 3D Object Detection | — | — | — | 5.33D AP | — | — | KITTI 3D |
| 362 | MonoFENet | 3D | 3D Object Detection | — | — | — | 5.13D AP | — | — | KITTI 3D |
| 363 | TLNet (Stereo) | 3D | 3D Object Detection | — | — | — | 4.43D AP | — | — | KITTI 3D |
| 364 | CSoR | 3D | 3D Object Detection | — | — | — | 4.13D AP | — | — | KITTI 3D |
| 365 | Shift R-CNN (mono) | 3D | 3D Object Detection | — | — | — | 3.93D AP | — | — | KITTI 3D |
| 366 | MVRA + I-FRCNN+ | 3D | 3D Object Detection | — | — | — | 3.33D AP | — | — | KITTI 3D |
| 367 | SparVox3D | 3D | 3D Object Detection | — | — | — | 3.23D AP | — | — | KITTI 3D |
| 368 | TopNet-UncEst | 3D | 3D Object Detection | — | — | — | 3.03D AP | — | — | KITTI 3D |
| 369 | GS3D | 3D | 3D Object Detection | — | — | — | 2.93D AP | — | — | KITTI 3D |
| 370 | 3D-GCK | 3D | 3D Object Detection | — | — | — | 2.53D AP | — | — | KITTI 3D |
| 371 | WeakM3D | 3D | 3D Object Detection | — | — | — | 2.33D AP | — | — | KITTI 3D |
| 372 | ROI-10D | 3D | 3D Object Detection | — | — | — | 2.03D AP | — | — | KITTI 3D |
| 373 | FQNet | 3D | 3D Object Detection | — | — | — | 1.53D AP | — | — | KITTI 3D |
| 374 | 3D-SSMFCNN | 3D | 3D Object Detection | — | — | — | 1.43D AP | — | — | KITTI 3D |
| 375 | tmp | 3D | 3D Object Detection | — | — | — | 0.0003D AP | — | — | KITTI 3D |
| 376 | EAEPNet | 3D | 3D Object Detection | — | — | — | 0.0003D AP | — | — | KITTI 3D |
| 377 | mBoW | 3D | 3D Object Detection | — | — | — | 0.0003D AP | — | — | KITTI 3D |
| 378 | CasA++ | 3D | 3D Object Detection | — | — | — | 49.33D AP | — | — | KITTI 3D |
| 379 | TED | 3D | 3D Object Detection | — | — | — | 49.23D AP | — | — | KITTI 3D |
| 380 | ImagePG | 3D | 3D Object Detection | — | — | — | 48.83D AP | — | — | KITTI 3D |
| 381 | UPIDet | 3D | 3D Object Detection | — | — | — | 48.83D AP | — | — | KITTI 3D |
| 382 | VPFNet | 3D | 3D Object Detection | — | — | — | 48.43D AP | — | — | KITTI 3D |
| 383 | WinMamba | 3D | 3D Object Detection | — | — | — | 48.03D AP | — | — | KITTI 3D |
| 384 | LoGoNet | 3D | 3D Object Detection | — | — | — | 47.43D AP | — | — | KITTI 3D |
| 385 | CasA | 3D | 3D Object Detection | — | — | — | 47.13D AP | — | — | KITTI 3D |
| 386 | EQ-PVRCNN | 3D | 3D Object Detection | — | — | — | 47.03D AP | — | — | KITTI 3D |
| 387 | PiFeNet | 3D | 3D Object Detection | — | — | — | 46.73D AP | — | — | KITTI 3D |
| 388 | USVLab BSAODet | 3D | 3D Object Detection | — | — | — | 46.53D AP | — | — | KITTI 3D |
| 389 | ACFNet | 3D | 3D Object Detection | — | — | — | 46.43D AP | — | — | KITTI 3D |
| 390 | DPPFA-Net | 3D | 3D Object Detection | — | — | — | 46.13D AP | — | — | KITTI 3D |
| 391 | SparseFormer | 3D | 3D Object Detection | — | — | — | 45.93D AP | — | — | KITTI 3D |
| 392 | code | 3D | 3D Object Detection | — | — | — | 45.93D AP | — | — | KITTI 3D |
| 393 | CAT-Det | 3D | 3D Object Detection | — | — | — | 45.43D AP | — | — | KITTI 3D |
| 394 | HotSpotNet | 3D | 3D Object Detection | — | — | — | 45.43D AP | — | — | KITTI 3D |
| 395 | MLF-DET | 3D | 3D Object Detection | — | — | — | 45.33D AP | — | — | KITTI 3D |
| 396 | LumiNet | 3D | 3D Object Detection | — | — | — | 45.33D AP | — | — | KITTI 3D |
| 397 | HC-MVMM | 3D | 3D Object Detection | — | — | — | 45.13D AP | — | — | KITTI 3D |
| 398 | RobusTor3D | 3D | 3D Object Detection | — | — | — | 45.03D AP | — | — | KITTI 3D |
| 399 | ACDet | 3D | 3D Object Detection | — | — | — | 44.83D AP | — | — | KITTI 3D |
| 400 | DynaMo3D | 3D | 3D Object Detection | — | — | — | 44.73D AP | — | — | KITTI 3D |
| 401 | 2025AAAI-SSLfusion | 3D | 3D Object Detection | — | — | — | 44.73D AP | — | — | KITTI 3D |
| 402 | EPNet++ | 3D | 3D Object Detection | — | — | — | 44.43D AP | — | — | KITTI 3D |
| 403 | TANet | 3D | 3D Object Detection | — | — | — | 44.33D AP | — | — | KITTI 3D |
| 404 | 3DSSD | 3D | 3D Object Detection | — | — | — | 44.33D AP | — | — | KITTI 3D |
| 405 | Point-GNN | 3D | 3D Object Detection | — | — | — | 43.83D AP | — | — | KITTI 3D |
| 406 | auto_test | 3D | 3D Object Detection | — | — | — | 43.63D AP | — | — | KITTI 3D |
| 407 | 3ONet | 3D | 3D Object Detection | — | — | — | 43.53D AP | — | — | KITTI 3D |
| 408 | F-ConvNet | 3D | 3D Object Detection | — | — | — | 43.43D AP | — | — | KITTI 3D |
| 409 | MMLab-PartA^2 | 3D | 3D Object Detection | — | — | — | 43.43D AP | — | — | KITTI 3D |
| 410 | MMLab PV-RCNN | 3D | 3D Object Detection | — | — | — | 43.33D AP | — | — | KITTI 3D |
| 411 | FromVoxelToPoint | 3D | 3D Object Detection | — | — | — | 43.33D AP | — | — | KITTI 3D |
| 412 | VMVS | 3D | 3D Object Detection | — | — | — | 43.33D AP | — | — | KITTI 3D |
| 413 | P2V-RCNN | 3D | 3D Object Detection | — | — | — | 43.23D AP | — | — | KITTI 3D |
| 414 | MGAF-3DSSD | 3D | 3D Object Detection | — | — | — | 43.13D AP | — | — | KITTI 3D |
| 415 | Frustum-PointPillars | 3D | 3D Object Detection | — | — | — | 42.93D AP | — | — | KITTI 3D |
| 416 | Fast-CLOCs | 3D | 3D Object Detection | — | — | — | 42.73D AP | — | — | KITTI 3D |
| 417 | HMFI | 3D | 3D Object Detection | — | — | — | 42.63D AP | — | — | KITTI 3D |
| 418 | IFOD | 3D | 3D Object Detection | — | — | — | 42.63D AP | — | — | KITTI 3D |
| 419 | STD | 3D | 3D Object Detection | — | — | — | 42.53D AP | — | — | KITTI 3D |
| 420 | kfc | 3D | 3D Object Detection | — | — | — | 42.43D AP | — | — | KITTI 3D |
| 421 | AVOD-FPN | 3D | 3D Object Detection | — | — | — | 42.33D AP | — | — | KITTI 3D |
| 422 | SemanticVoxels | 3D | 3D Object Detection | — | — | — | 42.23D AP | — | — | KITTI 3D |
| 423 | MoAd | 3D | 3D Object Detection | — | — | — | 42.23D AP | — | — | KITTI 3D |
| 424 | F-PointNet | 3D | 3D Object Detection | — | — | — | 42.13D AP | — | — | KITTI 3D |
| 425 | PASS-PV-RCNN-Plus | 3D | 3D Object Detection | — | — | — | 42.03D AP | — | — | KITTI 3D |
| 426 | PointPillars | 3D | 3D Object Detection | — | — | — | 41.93D AP | — | — | KITTI 3D |
| 427 | fsh_l_1_4 | 3D | 3D Object Detection | — | — | — | 41.93D AP | — | — | KITTI 3D |
| 428 | DPFusion | 3D | 3D Object Detection | — | — | — | 41.93D AP | — | — | KITTI 3D |
| 429 | fshe_voxeln_1 | 3D | 3D Object Detection | — | — | — | 41.63D AP | — | — | KITTI 3D |
| 430 | epBRM | 3D | 3D Object Detection | — | — | — | 41.53D AP | — | — | KITTI 3D |
| 431 | PG-RCNN | 3D | 3D Object Detection | — | — | — | 41.03D AP | — | — | KITTI 3D |
| 432 | IA-SSD (single) | 3D | 3D Object Detection | — | — | — | 41.03D AP | — | — | KITTI 3D |
| 433 | DFAF3D | 3D | 3D Object Detection | — | — | — | 41.03D AP | — | — | KITTI 3D |
| 434 | PointPainting | 3D | 3D Object Detection | — | — | — | 41.03D AP | — | — | KITTI 3D |
| 435 | DSA-PV-RCNN | 3D | 3D Object Detection | — | — | — | 40.93D AP | — | — | KITTI 3D |
| 436 | Voxel RCNN* | 3D | 3D Object Detection | — | — | — | 40.73D AP | — | — | KITTI 3D |
| 437 | fsh_saf_1 | 3D | 3D Object Detection | — | — | — | 40.73D AP | — | — | KITTI 3D |
| 438 | PDV | 3D | 3D Object Detection | — | — | — | 40.63D AP | — | — | KITTI 3D |
| 439 | SVGA-Net | 3D | 3D Object Detection | — | — | — | 40.43D AP | — | — | KITTI 3D |
| 440 | EOTL | 3D | 3D Object Detection | — | — | — | 40.13D AP | — | — | KITTI 3D |
| 441 | M3DeTR | 3D | 3D Object Detection | — | — | — | 39.93D AP | — | — | KITTI 3D |
| 442 | SRDL | 3D | 3D Object Detection | — | — | — | 39.43D AP | — | — | KITTI 3D |
| 443 | MMLab-PointRCNN | 3D | 3D Object Detection | — | — | — | 39.43D AP | — | — | KITTI 3D |
| 444 | ARPNET | 3D | 3D Object Detection | — | — | — | 39.33D AP | — | — | KITTI 3D |
| 445 | saf_u | 3D | 3D Object Detection | — | — | — | 39.13D AP | — | — | KITTI 3D |
| 446 | L-AUG | 3D | 3D Object Detection | — | — | — | 39.13D AP | — | — | KITTI 3D |
| 447 | IA-SSD (multi) | 3D | 3D Object Detection | — | — | — | 39.03D AP | — | — | KITTI 3D |
| 448 | SIF | 3D | 3D Object Detection | — | — | — | 38.73D AP | — | — | KITTI 3D |
| 449 | SCNet | 3D | 3D Object Detection | — | — | — | 38.73D AP | — | — | KITTI 3D |
| 450 | Faraway-Frustum | 3D | 3D Object Detection | — | — | — | 38.63D AP | — | — | KITTI 3D |
| 451 | HINTED | 3D | 3D Object Detection | — | — | — | 37.83D AP | — | — | KITTI 3D |
| 452 | VPFnet | 3D | 3D Object Detection | — | — | — | 37.63D AP | — | — | KITTI 3D |
| 453 | DVFENet | 3D | 3D Object Detection | — | — | — | 37.53D AP | — | — | KITTI 3D |
| 454 | MLOD | 3D | 3D Object Detection | — | — | — | 37.53D AP | — | — | KITTI 3D |
| 455 | PCNet3D++ | 3D | 3D Object Detection | — | — | — | 37.53D AP | — | — | KITTI 3D |
| 456 | SeSame-voxel | 3D | 3D Object Detection | — | — | — | 37.43D AP | — | — | KITTI 3D |
| 457 | S-AT GCN | 3D | 3D Object Detection | — | — | — | 37.43D AP | — | — | KITTI 3D |
| 458 | LGFE | 3D | 3D Object Detection | — | — | — | 37.13D AP | — | — | KITTI 3D |
| 459 | PCNet3D | 3D | 3D Object Detection | — | — | — | 37.03D AP | — | — | KITTI 3D |
| 460 | M3DNet | 3D | 3D Object Detection | — | — | — | 36.93D AP | — | — | KITTI 3D |
| 461 | GraphAlign(ICCV2023) | 3D | 3D Object Detection | — | — | — | 36.93D AP | — | — | KITTI 3D |
| 462 | XView | 3D | 3D Object Detection | — | — | — | 36.83D AP | — | — | KITTI 3D |
| 463 | LGD | 3D | 3D Object Detection | — | — | — | 36.73D AP | — | — | KITTI 3D |
| 464 | AFCAP | 3D | 3D Object Detection | — | — | — | 36.63D AP | — | — | KITTI 3D |
| 465 | MSFASA-3DNet | 3D | 3D Object Detection | — | — | — | 36.33D AP | — | — | KITTI 3D |
| 466 | BASE | 3D | 3D Object Detection | — | — | — | 36.23D AP | — | — | KITTI 3D |
| 467 | PFF3D | 3D | 3D Object Detection | — | — | — | 36.13D AP | — | — | KITTI 3D |
| 468 | Ped_Net | 3D | 3D Object Detection | — | — | — | 35.83D AP | — | — | KITTI 3D |
| 469 | M-VPFnet | 3D | 3D Object Detection | — | — | — | 35.53D AP | — | — | KITTI 3D |
| 470 | SeSame-point | 3D | 3D Object Detection | — | — | — | 35.33D AP | — | — | KITTI 3D |
| 471 | GBC2DNet | 3D | 3D Object Detection | — | — | — | 35.13D AP | — | — | KITTI 3D |
| 472 | BirdNet+ | 3D | 3D Object Detection | — | — | — | 35.13D AP | — | — | KITTI 3D |
| 473 | DSFNet | 3D | 3D Object Detection | — | — | — | 34.63D AP | — | — | KITTI 3D |
| 474 | AB3DMOT | 3D | 3D Object Detection | — | — | — | 34.63D AP | — | — | KITTI 3D |
| 475 | PL++: PV-RCNN++ | 3D | 3D Object Detection | — | — | — | 33.93D AP | — | — | KITTI 3D |
| 476 | DSGN++ | 3D | 3D Object Detection | — | — | — | 32.73D AP | — | — | KITTI 3D |
| 477 | StereoDistill | 3D | 3D Object Detection | — | — | — | 32.23D AP | — | — | KITTI 3D |
| 478 | BirdNet+ (legacy) | 3D | 3D Object Detection | — | — | — | 31.53D AP | — | — | KITTI 3D |
| 479 | SeSame-pillar | 3D | 3D Object Detection | — | — | — | 31.03D AP | — | — | KITTI 3D |
| 480 | SparsePool | 3D | 3D Object Detection | — | — | — | 30.43D AP | — | — | KITTI 3D |
| 481 | MMLAB LIGA-Stereo | 3D | 3D Object Detection | — | — | — | 30.03D AP | — | — | KITTI 3D |
| 482 | DMF | 3D | 3D Object Detection | — | — | — | 29.83D AP | — | — | KITTI 3D |
| 483 | SeSame-voxel w/score | 3D | 3D Object Detection | — | — | — | 28.33D AP | — | — | KITTI 3D |
| 484 | SparsePool | 3D | 3D Object Detection | — | — | — | 27.93D AP | — | — | KITTI 3D |
| 485 | AVOD | 3D | 3D Object Detection | — | — | — | 27.93D AP | — | — | KITTI 3D |
| 486 | SeSame-pillar w/scor | 3D | 3D Object Detection | — | — | — | 27.23D AP | — | — | KITTI 3D |
| 487 | CSW3D | 3D | 3D Object Detection | — | — | — | 26.63D AP | — | — | KITTI 3D |
| 488 | PointRGBNet | 3D | 3D Object Detection | — | — | — | 26.43D AP | — | — | KITTI 3D |
| 489 | Disp R-CNN (velo) | 3D | 3D Object Detection | — | — | — | 25.83D AP | — | — | KITTI 3D |
| 490 | Disp R-CNN | 3D | 3D Object Detection | — | — | — | 25.43D AP | — | — | KITTI 3D |
| 491 | MSVN | 3D | 3D Object Detection | — | — | — | 25.13D AP | — | — | KITTI 3D |
| 492 | CG-Stereo | 3D | 3D Object Detection | — | — | — | 24.33D AP | — | — | KITTI 3D |
| 493 | Fade 3D | 3D | 3D Object Detection | — | — | — | 24.13D AP | — | — | KITTI 3D |
| 494 | EpiStereo | 3D | 3D Object Detection | — | — | — | 23.73D AP | — | — | KITTI 3D |
| 495 | SeSame-point w/score | 3D | 3D Object Detection | — | — | — | 23.33D AP | — | — | KITTI 3D |
| 496 | StereoDETR | 3D | 3D Object Detection | — | — | — | 23.33D AP | — | — | KITTI 3D |
| 497 | DDStereo | 3D | 3D Object Detection | — | — | — | 21.93D AP | — | — | KITTI 3D |
| 498 | YOLOStereo3D | 3D | 3D Object Detection | — | — | — | 19.83D AP | — | — | KITTI 3D |
| 499 | SG3D | 3D | 3D Object Detection | — | — | — | 19.23D AP | — | — | KITTI 3D |
| 500 | OC Stereo | 3D | 3D Object Detection | — | — | — | 17.63D AP | — | — | KITTI 3D |
| 501 | BirdNet | 3D | 3D Object Detection | — | — | — | 17.13D AP | — | — | KITTI 3D |
| 502 | DSGN | 3D | 3D Object Detection | — | — | — | 15.63D AP | — | — | KITTI 3D |
| 503 | EfficientStereo-3D | 3D | 3D Object Detection | — | — | — | 14.03D AP | — | — | KITTI 3D |
| 504 | Complexer-YOLO | 3D | 3D Object Detection | — | — | — | 14.03D AP | — | — | KITTI 3D |
| 505 | MonOri | 3D | 3D Object Detection | — | — | — | 12.83D AP | — | — | KITTI 3D |
| 506 | RT3D-GMP | 3D | 3D Object Detection | — | — | — | 11.43D AP | — | — | KITTI 3D |
| 507 | MonoLSS | 3D | 3D Object Detection | — | — | — | 11.33D AP | — | — | KITTI 3D |
| 508 | DD3D | 3D | 3D Object Detection | — | — | — | 11.03D AP | — | — | KITTI 3D |
| 509 | LeAD-M3D | 3D | 3D Object Detection | — | — | — | 11.03D AP | — | — | KITTI 3D |
| 510 | PS-fld | 3D | 3D Object Detection | — | — | — | 10.83D AP | — | — | KITTI 3D |
| 511 | MonoHPE | 3D | 3D Object Detection | — | — | — | 10.63D AP | — | — | KITTI 3D |
| 512 | fdaa11 | 3D | 3D Object Detection | — | — | — | 10.63D AP | — | — | KITTI 3D |
| 513 | MonoGeo | 3D | 3D Object Detection | — | — | — | 10.53D AP | — | — | KITTI 3D |
| 514 | CIE | 3D | 3D Object Detection | — | — | — | 10.53D AP | — | — | KITTI 3D |
| 515 | Monodgc-3classes | 3D | 3D Object Detection | — | — | — | 10.53D AP | — | — | KITTI 3D |
| 516 | OPA-3D | 3D | 3D Object Detection | — | — | — | 10.53D AP | — | — | KITTI 3D |
| 517 | MonoCtrl_MonoLSS | 3D | 3D Object Detection | — | — | — | 10.53D AP | — | — | KITTI 3D |
| 518 | MonoCLUE_all | 3D | 3D Object Detection | — | — | — | 10.43D AP | — | — | KITTI 3D |
| 519 | MonoUNI | 3D | 3D Object Detection | — | — | — | 10.33D AP | — | — | KITTI 3D |
| 520 | MonoCoP | 3D | 3D Object Detection | — | — | — | 10.33D AP | — | — | KITTI 3D |
| 521 | MonoCLUE | 3D | 3D Object Detection | — | — | — | 10.33D AP | — | — | KITTI 3D |
| 522 | ESGN | 3D | 3D Object Detection | — | — | — | 10.33D AP | — | — | KITTI 3D |
| 523 | MonoDTR | 3D | 3D Object Detection | — | — | — | 10.23D AP | — | — | KITTI 3D |
| 524 | RARE | 3D | 3D Object Detection | — | — | — | 10.23D AP | — | — | KITTI 3D |
| 525 | GUPNet | 3D | 3D Object Detection | — | — | — | 9.83D AP | — | — | KITTI 3D |
| 526 | MonoFRD | 3D | 3D Object Detection | — | — | — | 8.93D AP | — | — | KITTI 3D |
| 527 | SGM3D | 3D | 3D Object Detection | — | — | — | 8.83D AP | — | — | KITTI 3D |
| 528 | CMKD | 3D | 3D Object Detection | — | — | — | 8.83D AP | — | — | KITTI 3D |
| 529 | AMNet+DDAD15M | 3D | 3D Object Detection | — | — | — | 8.73D AP | — | — | KITTI 3D |
| 530 | CPD(unsupervised) | 3D | 3D Object Detection | — | — | — | 8.73D AP | — | — | KITTI 3D |
| 531 | DEVIANT | 3D | 3D Object Detection | — | — | — | 8.73D AP | — | — | KITTI 3D |
| 532 | IDEAL-M3D | 3D | 3D Object Detection | — | — | — | 8.53D AP | — | — | KITTI 3D |
| 533 | AMNet | 3D | 3D Object Detection | — | — | — | 8.43D AP | — | — | KITTI 3D |
| 534 | PS-SVDM | 3D | 3D Object Detection | — | — | — | 8.33D AP | — | — | KITTI 3D |
| 535 | MonoNeRD | 3D | 3D Object Detection | — | — | — | 8.33D AP | — | — | KITTI 3D |
| 536 | CaDDN | 3D | 3D Object Detection | — | — | — | 8.13D AP | — | — | KITTI 3D |
| 537 | MonoRCNN++ | 3D | 3D Object Detection | — | — | — | 7.93D AP | — | — | KITTI 3D |
| 538 | MonoPro | 3D | 3D Object Detection | — | — | — | 7.73D AP | — | — | KITTI 3D |
| 539 | HomoLoss(monoflex) | 3D | 3D Object Detection | — | — | — | 7.73D AP | — | — | KITTI 3D |
| 540 | Mix-Teaching | 3D | 3D Object Detection | — | — | — | 7.53D AP | — | — | KITTI 3D |
| 541 | LPCG-Monoflex | 3D | 3D Object Detection | — | — | — | 7.33D AP | — | — | KITTI 3D |
| 542 | MonoDDE | 3D | 3D Object Detection | — | — | — | 7.33D AP | — | — | KITTI 3D |
| 543 | RefinedMPL | 3D | 3D Object Detection | — | — | — | 7.23D AP | — | — | KITTI 3D |
| 544 | MDSNet | 3D | 3D Object Detection | — | — | — | 7.13D AP | — | — | KITTI 3D |
| 545 | Cube R-CNN | 3D | 3D Object Detection | — | — | — | 7.03D AP | — | — | KITTI 3D |
| 546 | PS-SVDM | 3D | 3D Object Detection | — | — | — | 6.93D AP | — | — | KITTI 3D |
| 547 | TopNet-HighRes | 3D | 3D Object Detection | — | — | — | 6.93D AP | — | — | KITTI 3D |
| 548 | MonoRUn | 3D | 3D Object Detection | — | — | — | 6.83D AP | — | — | KITTI 3D |
| 549 | MonoPair | 3D | 3D Object Detection | — | — | — | 6.73D AP | — | — | KITTI 3D |
| 550 | monodle | 3D | 3D Object Detection | — | — | — | 6.53D AP | — | — | KITTI 3D |
| 551 | DA3D+KM3D+v2-99 | 3D | 3D Object Detection | — | — | — | 6.33D AP | — | — | KITTI 3D |
| 552 | MonoFlex | 3D | 3D Object Detection | — | — | — | 6.33D AP | — | — | KITTI 3D |
| 553 | MonOAPC | 3D | 3D Object Detection | — | — | — | 5.93D AP | — | — | KITTI 3D |
| 554 | FMF-occlusion-net | 3D | 3D Object Detection | — | — | — | 5.23D AP | — | — | KITTI 3D |
| 555 | Aug3D-RPN | 3D | 3D Object Detection | — | — | — | 4.73D AP | — | — | KITTI 3D |
| 556 | Shift R-CNN (mono) | 3D | 3D Object Detection | — | — | — | 4.73D AP | — | — | KITTI 3D |
| 557 | MonoPSR | 3D | 3D Object Detection | — | — | — | 4.03D AP | — | — | KITTI 3D |
| 558 | DA3D+KM3D | 3D | 3D Object Detection | — | — | — | 3.63D AP | — | — | KITTI 3D |
| 559 | DFR-Net | 3D | 3D Object Detection | — | — | — | 3.63D AP | — | — | KITTI 3D |
| 560 | DDMP-3D | 3D | 3D Object Detection | — | — | — | 3.53D AP | — | — | KITTI 3D |
| 561 | M3D-RPN | 3D | 3D Object Detection | — | — | — | 3.53D AP | — | — | KITTI 3D |
| 562 | D4LCN | 3D | 3D Object Detection | — | — | — | 3.43D AP | — | — | KITTI 3D |
| 563 | CMAN | 3D | 3D Object Detection | — | — | — | 3.43D AP | — | — | KITTI 3D |
| 564 | QD-3DT | 3D | 3D Object Detection | — | — | — | 3.43D AP | — | — | KITTI 3D |
| 565 | DA3D | 3D | 3D Object Detection | — | — | — | 3.03D AP | — | — | KITTI 3D |
| 566 | MonoEF | 3D | 3D Object Detection | — | — | — | 2.83D AP | — | — | KITTI 3D |
| 567 | RT3DStereo | 3D | 3D Object Detection | — | — | — | 2.53D AP | — | — | KITTI 3D |
| 568 | MonoLiG | 3D | 3D Object Detection | — | — | — | 1.93D AP | — | — | KITTI 3D |
| 569 | TopNet-UncEst | 3D | 3D Object Detection | — | — | — | 1.93D AP | — | — | KITTI 3D |
| 570 | SS3D | 3D | 3D Object Detection | — | — | — | 1.83D AP | — | — | KITTI 3D |
| 571 | PGD-FCOS3D | 3D | 3D Object Detection | — | — | — | 1.53D AP | — | — | KITTI 3D |
| 572 | SparVox3D | 3D | 3D Object Detection | — | — | — | 1.43D AP | — | — | KITTI 3D |
| 573 | Plane-Constraints | 3D | 3D Object Detection | — | — | — | 1.13D AP | — | — | KITTI 3D |
| 574 | tmp | 3D | 3D Object Detection | — | — | — | 0.0003D AP | — | — | KITTI 3D |
| 575 | mBoW | 3D | 3D Object Detection | — | — | — | 0.0003D AP | — | — | KITTI 3D |
| 576 | ImagePG | 3D | 3D Object Detection | — | — | — | 74.73D AP | — | — | KITTI 3D |
| 577 | UPIDet | 3D | 3D Object Detection | — | — | — | 74.33D AP | — | — | KITTI 3D |
| 578 | TED | 3D | 3D Object Detection | — | — | — | 74.13D AP | — | — | KITTI 3D |
| 579 | WinMamba | 3D | 3D Object Detection | — | — | — | 73.93D AP | — | — | KITTI 3D |
| 580 | CasA++ | 3D | 3D Object Detection | — | — | — | 73.83D AP | — | — | KITTI 3D |
| 581 | CasA | 3D | 3D Object Detection | — | — | — | 73.53D AP | — | — | KITTI 3D |
| 582 | LoGoNet | 3D | 3D Object Detection | — | — | — | 71.73D AP | — | — | KITTI 3D |
| 583 | auto_test | 3D | 3D Object Detection | — | — | — | 70.93D AP | — | — | KITTI 3D |
| 584 | MLF-DET | 3D | 3D Object Detection | — | — | — | 70.73D AP | — | — | KITTI 3D |
| 585 | USVLab BSAODet | 3D | 3D Object Detection | — | — | — | 70.53D AP | — | — | KITTI 3D |
| 586 | HMFI | 3D | 3D Object Detection | — | — | — | 70.43D AP | — | — | KITTI 3D |
| 587 | kfc | 3D | 3D Object Detection | — | — | — | 69.93D AP | — | — | KITTI 3D |
| 588 | EQ-PVRCNN | 3D | 3D Object Detection | — | — | — | 69.13D AP | — | — | KITTI 3D |
| 589 | CAT-Det | 3D | 3D Object Detection | — | — | — | 68.83D AP | — | — | KITTI 3D |
| 590 | BtcDet | 3D | 3D Object Detection | — | — | — | 68.73D AP | — | — | KITTI 3D |
| 591 | RagNet3D | 3D | 3D Object Detection | — | — | — | 68.53D AP | — | — | KITTI 3D |
| 592 | DSA-PV-RCNN | 3D | 3D Object Detection | — | — | — | 68.53D AP | — | — | KITTI 3D |
| 593 | PASS-PV-RCNN-Plus | 3D | 3D Object Detection | — | — | — | 68.53D AP | — | — | KITTI 3D |
| 594 | ACFNet | 3D | 3D Object Detection | — | — | — | 68.43D AP | — | — | KITTI 3D |
| 595 | 3ONet | 3D | 3D Object Detection | — | — | — | 68.43D AP | — | — | KITTI 3D |
| 596 | HC-MVMM | 3D | 3D Object Detection | — | — | — | 67.93D AP | — | — | KITTI 3D |
| 597 | PG-RCNN | 3D | 3D Object Detection | — | — | — | 67.83D AP | — | — | KITTI 3D |
| 598 | PDV | 3D | 3D Object Detection | — | — | — | 67.83D AP | — | — | KITTI 3D |
| 599 | RangeIoUDet | 3D | 3D Object Detection | — | — | — | 67.83D AP | — | — | KITTI 3D |
| 600 | SPG_mini | 3D | 3D Object Detection | — | — | — | 67.03D AP | — | — | KITTI 3D |
| 601 | M3DeTR | 3D | 3D Object Detection | — | — | — | 66.73D AP | — | — | KITTI 3D |
| 602 | ACDet | 3D | 3D Object Detection | — | — | — | 66.63D AP | — | — | KITTI 3D |
| 603 | DPFusion | 3D | 3D Object Detection | — | — | — | 66.53D AP | — | — | KITTI 3D |
| 604 | SparseFormer | 3D | 3D Object Detection | — | — | — | 66.43D AP | — | — | KITTI 3D |
| 605 | IA-SSD (single) | 3D | 3D Object Detection | — | — | — | 66.33D AP | — | — | KITTI 3D |
| 606 | HotSpotNet | 3D | 3D Object Detection | — | — | — | 66.03D AP | — | — | KITTI 3D |
| 607 | DFAF3D | 3D | 3D Object Detection | — | — | — | 65.93D AP | — | — | KITTI 3D |
| 608 | Fast-CLOCs | 3D | 3D Object Detection | — | — | — | 65.33D AP | — | — | KITTI 3D |
| 609 | MoAd | 3D | 3D Object Detection | — | — | — | 65.23D AP | — | — | KITTI 3D |
| 610 | F-ConvNet | 3D | 3D Object Detection | — | — | — | 65.13D AP | — | — | KITTI 3D |
| 611 | fsh_l_1_4 | 3D | 3D Object Detection | — | — | — | 64.73D AP | — | — | KITTI 3D |
| 612 | GraphAlign(ICCV2023) | 3D | 3D Object Detection | — | — | — | 64.43D AP | — | — | KITTI 3D |
| 613 | RobusTor3D | 3D | 3D Object Detection | — | — | — | 64.43D AP | — | — | KITTI 3D |
| 614 | 3DSSD | 3D | 3D Object Detection | — | — | — | 64.13D AP | — | — | KITTI 3D |
| 615 | VPFNet | 3D | 3D Object Detection | — | — | — | 64.13D AP | — | — | KITTI 3D |
| 616 | PointPainting | 3D | 3D Object Detection | — | — | — | 63.83D AP | — | — | KITTI 3D |
| 617 | MMLab PV-RCNN | 3D | 3D Object Detection | — | — | — | 63.73D AP | — | — | KITTI 3D |
| 618 | MMLab-PartA^2 | 3D | 3D Object Detection | — | — | — | 63.53D AP | — | — | KITTI 3D |
| 619 | Point-GNN | 3D | 3D Object Detection | — | — | — | 63.53D AP | — | — | KITTI 3D |
| 620 | MGAF-3DSSD | 3D | 3D Object Detection | — | — | — | 63.43D AP | — | — | KITTI 3D |
| 621 | FromVoxelToPoint | 3D | 3D Object Detection | — | — | — | 63.43D AP | — | — | KITTI 3D |
| 622 | P2V-RCNN | 3D | 3D Object Detection | — | — | — | 63.13D AP | — | — | KITTI 3D |
| 623 | fshe_voxeln_1 | 3D | 3D Object Detection | — | — | — | 63.13D AP | — | — | KITTI 3D |
| 624 | HINTED | 3D | 3D Object Detection | — | — | — | 63.03D AP | — | — | KITTI 3D |
| 625 | H^23D R-CNN | 3D | 3D Object Detection | — | — | — | 62.73D AP | — | — | KITTI 3D |
| 626 | Voxel RCNN* | 3D | 3D Object Detection | — | — | — | 62.43D AP | — | — | KITTI 3D |
| 627 | 2025AAAI-SSLfusion | 3D | 3D Object Detection | — | — | — | 62.33D AP | — | — | KITTI 3D |
| 628 | LumiNet | 3D | 3D Object Detection | — | — | — | 62.33D AP | — | — | KITTI 3D |
| 629 | SVGA-Net | 3D | 3D Object Detection | — | — | — | 62.33D AP | — | — | KITTI 3D |
| 630 | SRDL | 3D | 3D Object Detection | — | — | — | 62.03D AP | — | — | KITTI 3D |
| 631 | Faraway-Frustum | 3D | 3D Object Detection | — | — | — | 62.03D AP | — | — | KITTI 3D |
| 632 | DVFENet | 3D | 3D Object Detection | — | — | — | 62.03D AP | — | — | KITTI 3D |
| 633 | IA-SSD (multi) | 3D | 3D Object Detection | — | — | — | 61.93D AP | — | — | KITTI 3D |
| 634 | S-AT GCN | 3D | 3D Object Detection | — | — | — | 61.73D AP | — | — | KITTI 3D |
| 635 | SIF | 3D | 3D Object Detection | — | — | — | 61.63D AP | — | — | KITTI 3D |
| 636 | STD | 3D | 3D Object Detection | — | — | — | 61.63D AP | — | — | KITTI 3D |
| 637 | code | 3D | 3D Object Detection | — | — | — | 61.53D AP | — | — | KITTI 3D |
| 638 | fsh_saf_1 | 3D | 3D Object Detection | — | — | — | 60.63D AP | — | — | KITTI 3D |
| 639 | LinkNet3D | 3D | 3D Object Detection | — | — | — | 60.53D AP | — | — | KITTI 3D |
| 640 | AB3DMOT | 3D | 3D Object Detection | — | — | — | 60.33D AP | — | — | KITTI 3D |
| 641 | MSFASA-3DNet | 3D | 3D Object Detection | — | — | — | 60.33D AP | — | — | KITTI 3D |
| 642 | AFCAP | 3D | 3D Object Detection | — | — | — | 60.03D AP | — | — | KITTI 3D |
| 643 | IFOD | 3D | 3D Object Detection | — | — | — | 59.93D AP | — | — | KITTI 3D |
| 644 | EPNet++ | 3D | 3D Object Detection | — | — | — | 59.73D AP | — | — | KITTI 3D |
| 645 | XView | 3D | 3D Object Detection | — | — | — | 59.53D AP | — | — | KITTI 3D |
| 646 | TANet | 3D | 3D Object Detection | — | — | — | 59.43D AP | — | — | KITTI 3D |
| 647 | VPFnet | 3D | 3D Object Detection | — | — | — | 59.43D AP | — | — | KITTI 3D |
| 648 | L-AUG | 3D | 3D Object Detection | — | — | — | 59.33D AP | — | — | KITTI 3D |
| 649 | EOTL | 3D | 3D Object Detection | — | — | — | 59.03D AP | — | — | KITTI 3D |
| 650 | saf_u | 3D | 3D Object Detection | — | — | — | 58.93D AP | — | — | KITTI 3D |
| 651 | MMLab-PointRCNN | 3D | 3D Object Detection | — | — | — | 58.83D AP | — | — | KITTI 3D |
| 652 | PCNet3D++ | 3D | 3D Object Detection | — | — | — | 58.73D AP | — | — | KITTI 3D |
| 653 | PointPillars | 3D | 3D Object Detection | — | — | — | 58.63D AP | — | — | KITTI 3D |
| 654 | ARPNET | 3D | 3D Object Detection | — | — | — | 58.23D AP | — | — | KITTI 3D |
| 655 | LGFE | 3D | 3D Object Detection | — | — | — | 57.43D AP | — | — | KITTI 3D |
| 656 | LGD | 3D | 3D Object Detection | — | — | — | 57.43D AP | — | — | KITTI 3D |
| 657 | PCNet3D | 3D | 3D Object Detection | — | — | — | 57.33D AP | — | — | KITTI 3D |
| 658 | epBRM | 3D | 3D Object Detection | — | — | — | 56.13D AP | — | — | KITTI 3D |
| 659 | F-PointNet | 3D | 3D Object Detection | — | — | — | 56.13D AP | — | — | KITTI 3D |
| 660 | M3DNet | 3D | 3D Object Detection | — | — | — | 55.63D AP | — | — | KITTI 3D |
| 661 | SeSame-point | 3D | 3D Object Detection | — | — | — | 54.63D AP | — | — | KITTI 3D |
| 662 | SeSame-voxel | 3D | 3D Object Detection | — | — | — | 54.43D AP | — | — | KITTI 3D |
| 663 | DSFNet | 3D | 3D Object Detection | — | — | — | 54.33D AP | — | — | KITTI 3D |
| 664 | BirdNet+ | 3D | 3D Object Detection | — | — | — | 53.83D AP | — | — | KITTI 3D |
| 665 | BASE | 3D | 3D Object Detection | — | — | — | 53.73D AP | — | — | KITTI 3D |
| 666 | GBC2DNet | 3D | 3D Object Detection | — | — | — | 53.63D AP | — | — | KITTI 3D |
| 667 | DynaMo3D | 3D | 3D Object Detection | — | — | — | 52.83D AP | — | — | KITTI 3D |
| 668 | PointRGBNet | 3D | 3D Object Detection | — | — | — | 52.13D AP | — | — | KITTI 3D |
| 669 | SeSame-pillar | 3D | 3D Object Detection | — | — | — | 51.73D AP | — | — | KITTI 3D |
| 670 | M-VPFnet | 3D | 3D Object Detection | — | — | — | 51.53D AP | — | — | KITTI 3D |
| 671 | DMF | 3D | 3D Object Detection | — | — | — | 51.33D AP | — | — | KITTI 3D |
| 672 | PiFeNet | 3D | 3D Object Detection | — | — | — | 51.13D AP | — | — | KITTI 3D |
| 673 | SCNet | 3D | 3D Object Detection | — | — | — | 50.83D AP | — | — | KITTI 3D |
| 674 | AVOD-FPN | 3D | 3D Object Detection | — | — | — | 50.53D AP | — | — | KITTI 3D |
| 675 | Fade 3D | 3D | 3D Object Detection | — | — | — | 50.03D AP | — | — | KITTI 3D |
| 676 | MLOD | 3D | 3D Object Detection | — | — | — | 49.43D AP | — | — | KITTI 3D |
| 677 | PL++: PV-RCNN++ | 3D | 3D Object Detection | — | — | — | 49.03D AP | — | — | KITTI 3D |
| 678 | BirdNet+ (legacy) | 3D | 3D Object Detection | — | — | — | 47.73D AP | — | — | KITTI 3D |
| 679 | PFF3D | 3D | 3D Object Detection | — | — | — | 46.83D AP | — | — | KITTI 3D |
| 680 | StereoDistill | 3D | 3D Object Detection | — | — | — | 44.03D AP | — | — | KITTI 3D |
| 681 | DSGN++ | 3D | 3D Object Detection | — | — | — | 43.93D AP | — | — | KITTI 3D |
| 682 | AVOD | 3D | 3D Object Detection | — | — | — | 42.13D AP | — | — | KITTI 3D |
| 683 | SeSame-voxel w/score | 3D | 3D Object Detection | — | — | — | 40.03D AP | — | — | KITTI 3D |
| 684 | MSVN | 3D | 3D Object Detection | — | — | — | 37.83D AP | — | — | KITTI 3D |
| 685 | SparsePool | 3D | 3D Object Detection | — | — | — | 37.33D AP | — | — | KITTI 3D |
| 686 | MMLAB LIGA-Stereo | 3D | 3D Object Detection | — | — | — | 36.93D AP | — | — | KITTI 3D |
| 687 | SparsePool | 3D | 3D Object Detection | — | — | — | 32.63D AP | — | — | KITTI 3D |
| 688 | CG-Stereo | 3D | 3D Object Detection | — | — | — | 30.93D AP | — | — | KITTI 3D |
| 689 | BirdNet | 3D | 3D Object Detection | — | — | — | 30.33D AP | — | — | KITTI 3D |
| 690 | EpiStereo | 3D | 3D Object Detection | — | — | — | 24.83D AP | — | — | KITTI 3D |
| 691 | Disp R-CNN (velo) | 3D | 3D Object Detection | — | — | — | 24.43D AP | — | — | KITTI 3D |
| 692 | Disp R-CNN | 3D | 3D Object Detection | — | — | — | 24.43D AP | — | — | KITTI 3D |
| 693 | StereoDETR | 3D | 3D Object Detection | — | — | — | 24.33D AP | — | — | KITTI 3D |
| 694 | DDStereo | 3D | 3D Object Detection | — | — | — | 21.83D AP | — | — | KITTI 3D |
| 695 | SG3D | 3D | 3D Object Detection | — | — | — | 20.23D AP | — | — | KITTI 3D |
| 696 | Complexer-YOLO | 3D | 3D Object Detection | — | — | — | 18.53D AP | — | — | KITTI 3D |
| 697 | DSGN | 3D | 3D Object Detection | — | — | — | 18.23D AP | — | — | KITTI 3D |
| 698 | OC Stereo | 3D | 3D Object Detection | — | — | — | 16.63D AP | — | — | KITTI 3D |
| 699 | SeSame-pillar w/scor | 3D | 3D Object Detection | — | — | — | 14.33D AP | — | — | KITTI 3D |
| 700 | RT3D-GMP | 3D | 3D Object Detection | — | — | — | 13.03D AP | — | — | KITTI 3D |
| 701 | EfficientStereo-3D | 3D | 3D Object Detection | — | — | — | 9.43D AP | — | — | KITTI 3D |
| 702 | SeSame-point w/score | 3D | 3D Object Detection | — | — | — | 8.33D AP | — | — | KITTI 3D |
| 703 | ESGN | 3D | 3D Object Detection | — | — | — | 7.73D AP | — | — | KITTI 3D |
| 704 | MonoPro | 3D | 3D Object Detection | — | — | — | 7.03D AP | — | — | KITTI 3D |
| 705 | CMKD | 3D | 3D Object Detection | — | — | — | 6.73D AP | — | — | KITTI 3D |
| 706 | PS-fld | 3D | 3D Object Detection | — | — | — | 6.23D AP | — | — | KITTI 3D |
| 707 | MonOri | 3D | 3D Object Detection | — | — | — | 5.93D AP | — | — | KITTI 3D |
| 708 | MonoCtrl_MonoLSS | 3D | 3D Object Detection | — | — | — | 5.73D AP | — | — | KITTI 3D |
| 709 | LeAD-M3D | 3D | 3D Object Detection | — | — | — | 5.53D AP | — | — | KITTI 3D |
| 710 | RARE | 3D | 3D Object Detection | — | — | — | 5.33D AP | — | — | KITTI 3D |
| 711 | MonoLiG | 3D | 3D Object Detection | — | — | — | 5.23D AP | — | — | KITTI 3D |
| 712 | DA3D+KM3D+v2-99 | 3D | 3D Object Detection | — | — | — | 5.13D AP | — | — | KITTI 3D |
| 713 | MonoCoP | 3D | 3D Object Detection | — | — | — | 5.13D AP | — | — | KITTI 3D |
| 714 | Mix-Teaching | 3D | 3D Object Detection | — | — | — | 4.93D AP | — | — | KITTI 3D |
| 715 | fdaa11 | 3D | 3D Object Detection | — | — | — | 4.83D AP | — | — | KITTI 3D |
| 716 | DD3D | 3D | 3D Object Detection | — | — | — | 4.83D AP | — | — | KITTI 3D |
| 717 | MonoGeo | 3D | 3D Object Detection | — | — | — | 4.83D AP | — | — | KITTI 3D |
| 718 | MonoPSR | 3D | 3D Object Detection | — | — | — | 4.73D AP | — | — | KITTI 3D |
| 719 | PS-SVDM | 3D | 3D Object Detection | — | — | — | 4.63D AP | — | — | KITTI 3D |
| 720 | TopNet-UncEst | 3D | 3D Object Detection | — | — | — | 4.53D AP | — | — | KITTI 3D |
| 721 | CPD(unsupervised) | 3D | 3D Object Detection | — | — | — | 4.43D AP | — | — | KITTI 3D |
| 722 | LPCG-Monoflex | 3D | 3D Object Detection | — | — | — | 4.43D AP | — | — | KITTI 3D |
| 723 | MonoLSS | 3D | 3D Object Detection | — | — | — | 4.33D AP | — | — | KITTI 3D |
| 724 | MonoUNI | 3D | 3D Object Detection | — | — | — | 4.33D AP | — | — | KITTI 3D |
| 725 | MonoHPE | 3D | 3D Object Detection | — | — | — | 4.23D AP | — | — | KITTI 3D |
| 726 | Plane-Constraints | 3D | 3D Object Detection | — | — | — | 4.23D AP | — | — | KITTI 3D |
| 727 | IDEAL-M3D | 3D | 3D Object Detection | — | — | — | 4.13D AP | — | — | KITTI 3D |
| 728 | AMNet | 3D | 3D Object Detection | — | — | — | 4.03D AP | — | — | KITTI 3D |
| 729 | Monodgc-3classes | 3D | 3D Object Detection | — | — | — | 3.93D AP | — | — | KITTI 3D |
| 730 | MonoDDE | 3D | 3D Object Detection | — | — | — | 3.83D AP | — | — | KITTI 3D |
| 731 | DFR-Net | 3D | 3D Object Detection | — | — | — | 3.63D AP | — | — | KITTI 3D |
| 732 | MonoCLUE | 3D | 3D Object Detection | — | — | — | 3.53D AP | — | — | KITTI 3D |
| 733 | HomoLoss(monoflex) | 3D | 3D Object Detection | — | — | — | 3.53D AP | — | — | KITTI 3D |
| 734 | OPA-3D | 3D | 3D Object Detection | — | — | — | 3.53D AP | — | — | KITTI 3D |
| 735 | CaDDN | 3D | 3D Object Detection | — | — | — | 3.43D AP | — | — | KITTI 3D |
| 736 | RT3DStereo | 3D | 3D Object Detection | — | — | — | 3.43D AP | — | — | KITTI 3D |
| 737 | MonoFRD | 3D | 3D Object Detection | — | — | — | 3.33D AP | — | — | KITTI 3D |
| 738 | MonoDTR | 3D | 3D Object Detection | — | — | — | 3.33D AP | — | — | KITTI 3D |
| 739 | GUPNet | 3D | 3D Object Detection | — | — | — | 3.23D AP | — | — | KITTI 3D |
| 740 | MonoCLUE_all | 3D | 3D Object Detection | — | — | — | 3.23D AP | — | — | KITTI 3D |
| 741 | DEVIANT | 3D | 3D Object Detection | — | — | — | 3.13D AP | — | — | KITTI 3D |
| 742 | CIE | 3D | 3D Object Detection | — | — | — | 3.13D AP | — | — | KITTI 3D |
| 743 | SGM3D | 3D | 3D Object Detection | — | — | — | 2.93D AP | — | — | KITTI 3D |
| 744 | PS-SVDM | 3D | 3D Object Detection | — | — | — | 2.93D AP | — | — | KITTI 3D |
| 745 | AMNet+DDAD15M | 3D | 3D Object Detection | — | — | — | 2.83D AP | — | — | KITTI 3D |
| 746 | MonOAPC | 3D | 3D Object Detection | — | — | — | 2.73D AP | — | — | KITTI 3D |
| 747 | MDSNet | 3D | 3D Object Detection | — | — | — | 2.73D AP | — | — | KITTI 3D |
| 748 | Cube R-CNN | 3D | 3D Object Detection | — | — | — | 2.73D AP | — | — | KITTI 3D |
| 749 | monodle | 3D | 3D Object Detection | — | — | — | 2.73D AP | — | — | KITTI 3D |
| 750 | DDMP-3D | 3D | 3D Object Detection | — | — | — | 2.53D AP | — | — | KITTI 3D |
| 751 | MonoNeRD | 3D | 3D Object Detection | — | — | — | 2.53D AP | — | — | KITTI 3D |
| 752 | Aug3D-RPN | 3D | 3D Object Detection | — | — | — | 2.43D AP | — | — | KITTI 3D |
| 753 | QD-3DT | 3D | 3D Object Detection | — | — | — | 2.43D AP | — | — | KITTI 3D |
| 754 | MonoFlex | 3D | 3D Object Detection | — | — | — | 2.43D AP | — | — | KITTI 3D |
| 755 | MonoPair | 3D | 3D Object Detection | — | — | — | 2.13D AP | — | — | KITTI 3D |
| 756 | DA3D | 3D | 3D Object Detection | — | — | — | 1.93D AP | — | — | KITTI 3D |
| 757 | RefinedMPL | 3D | 3D Object Detection | — | — | — | 1.83D AP | — | — | KITTI 3D |
| 758 | MonoRCNN++ | 3D | 3D Object Detection | — | — | — | 1.83D AP | — | — | KITTI 3D |
| 759 | TopNet-HighRes | 3D | 3D Object Detection | — | — | — | 1.73D AP | — | — | KITTI 3D |
| 760 | D4LCN | 3D | 3D Object Detection | — | — | — | 1.73D AP | — | — | KITTI 3D |
| 761 | FMF-occlusion-net | 3D | 3D Object Detection | — | — | — | 1.63D AP | — | — | KITTI 3D |
| 762 | SS3D | 3D | 3D Object Detection | — | — | — | 1.43D AP | — | — | KITTI 3D |
| 763 | PGD-FCOS3D | 3D | 3D Object Detection | — | — | — | 1.43D AP | — | — | KITTI 3D |
| 764 | DA3D+KM3D | 3D | 3D Object Detection | — | — | — | 1.43D AP | — | — | KITTI 3D |
| 765 | CMAN | 3D | 3D Object Detection | — | — | — | 1.13D AP | — | — | KITTI 3D |
| 766 | MonoEF | 3D | 3D Object Detection | — | — | — | 0.9203D AP | — | — | KITTI 3D |
| 767 | M3D-RPN | 3D | 3D Object Detection | — | — | — | 0.6503D AP | — | — | KITTI 3D |
| 768 | MonoRUn | 3D | 3D Object Detection | — | — | — | 0.6103D AP | — | — | KITTI 3D |
| 769 | Shift R-CNN (mono) | 3D | 3D Object Detection | — | — | — | 0.2903D AP | — | — | KITTI 3D |
| 770 | tmp | 3D | 3D Object Detection | — | — | — | 0.0003D AP | — | — | KITTI 3D |
| 771 | mBoW | 3D | 3D Object Detection | — | — | — | 0.0003D AP | — | — | KITTI 3D |