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Small Model Hub

3,618 efficient AI models across 9 domains · Charts · API

Domain
All (3,618)Vision (1,615)3D (743)Embedding (472)Multimodal (305)Edge/Mobile (172)Code (125)Speech (89)Video (49)NLP (48)
Task
All TasksImage Classification (46)Object Detection (41)Segmentation (34)Pose Estimation (11)Super Resolution (10)driver assistance (9)image editing (6)Depth Estimation (6)image generation (4)video object tracking (2)robotics (1)gaze estimation (1)video generation (1)
Max Size≤10M≤50M≤100M≤500MAll
Max VRAM≤512MB≤1GB≤2GB≤4GB≤8GBAll
Score
RawContext (0-100)
Percentile rank within each task — comparable across domains
Showing 172 models
#ModelDomainTaskParams ↑GFLOPsVRAMContextSpeedArchSource
1
XLSR
Edge/MobileSuper Resolution0.03M—0 MB———Qualcomm AI Hub
2
QuickSRNetSmall
Edge/MobileSuper Resolution0.03M—0 MB———Qualcomm AI Hub
3
QuickSRNetMedium
Edge/MobileSuper Resolution0.06M—0 MB———Qualcomm AI Hub
4
SINet
Edge/MobileSegmentation0.09M—0 MB———Qualcomm AI Hub
5
MediaPipe-Selfie-Segmentation
Edge/MobileSegmentation0.11M—0 MB———Qualcomm AI Hub
6
SESR-M5
Edge/MobileSuper Resolution0.34M—0 MB———Qualcomm AI Hub
7
QuickSRNetLarge
Edge/MobileSuper Resolution0.44M—1 MB———Qualcomm AI Hub
8
DnCNN
Edge/Mobileimage editing0.56M—1 MB———Qualcomm AI Hub
9
Lightweight-Face-Detection
Edge/MobileObject Detection0.88M—1 MB———Qualcomm AI Hub
10
MobileFaceNet
Edge/MobileObject Detection1.00M—2 MB———Qualcomm AI Hub
11
LiteHRNet
Edge/MobilePose Estimation1.11M—3 MB———Qualcomm AI Hub
12
GKT
Edge/Mobiledriver assistance1.18M—3 MB———Qualcomm AI Hub
13
Real-ESRGAN-General-x4v3
Edge/MobileSuper Resolution1.21M—1 MB———Qualcomm AI Hub
14
SqueezeNet-1.1
Edge/MobileImage Classification1.24M—1 MB———Qualcomm AI Hub
15
CVT
Edge/Mobiledriver assistance1.33M—3 MB———Qualcomm AI Hub
16
Shufflenet-v2
Edge/MobileImage Classification1.37M—2 MB———Qualcomm AI Hub
17
NAFSSR
Edge/MobileSuper Resolution1.54M—4 MB———Qualcomm AI Hub
18
SRGAN
Edge/MobileSuper Resolution1.55M—2 MB———Qualcomm AI Hub
19
YoloV5-Face
Edge/MobileObject Detection1.87M—4 MB———Qualcomm AI Hub
20
StereoNet
Edge/MobileDepth Estimation1.94M—5 MB———Qualcomm AI Hub
21
MNASNet05
Edge/MobileImage Classification2.21M—5 MB———Qualcomm AI Hub
22
Movenet
Edge/MobilePose Estimation2.33M—6 MB———Qualcomm AI Hub
23
YOLOv10-Detection
Edge/MobileObject Detection2.33M—3 MB———Qualcomm AI Hub
24
YOLO26-Detection
Edge/MobileObject Detection2.40M—6 MB———Qualcomm AI Hub
25
Person-Foot-Detection
Edge/MobileObject Detection2.53M—3 MB———Qualcomm AI Hub
26
MobileNet-v3-Small
Edge/MobileImage Classification2.54M—6 MB———Qualcomm AI Hub
27
EyeGaze
Edge/Mobilegaze estimation2.58M—6 MB———Qualcomm AI Hub
28
YOLOv11-Detection
Edge/MobileObject Detection2.64M—3 MB———Qualcomm AI Hub
29
OSNet
Edge/Mobilevideo object tracking2.68M—3 MB———Qualcomm AI Hub
30
YOLO26-Segmentation
Edge/MobileSegmentation2.70M—6 MB———Qualcomm AI Hub
31
YOLOv11-Segmentation
Edge/MobileSegmentation2.89M—7 MB———Qualcomm AI Hub
32
YOLOv11-Pose
Edge/MobilePose Estimation2.90M—7 MB———Qualcomm AI Hub
33
YOLO26-Pose
Edge/MobilePose Estimation2.97M—7 MB———Qualcomm AI Hub
34
YOLOv8-Detection
Edge/MobileObject Detection3.18M—4 MB———Qualcomm AI Hub
35
Posenet-Mobilenet
Edge/MobilePose Estimation3.31M—4 MB———Qualcomm AI Hub
36
YOLOv8-Segmentation
Edge/MobileSegmentation3.43M—8 MB———Qualcomm AI Hub
37
MobileNet-v2
Edge/MobileImage Classification3.49M—8 MB———Qualcomm AI Hub
38
Segformer-Base
Edge/MobileSegmentation3.75M—5 MB———Qualcomm AI Hub
39
D-FINE
Edge/MobileObject Detection3.79M—9 MB———Qualcomm AI Hub
40
Yolo-R
Edge/MobileObject Detection4.68M—11 MB———Qualcomm AI Hub
41
Yolo-v6
Edge/MobileObject Detection4.68M—6 MB———Qualcomm AI Hub
42
EfficientNet-B0
Edge/MobileImage Classification5.27M—13 MB———Qualcomm AI Hub
43
Facial-Landmark-Detection
Edge/MobilePose Estimation5.42M—7 MB———Qualcomm AI Hub
44
CREStereo
Edge/MobileDepth Estimation5.43M—13 MB———Qualcomm AI Hub
45
MobileNet-v3-Large
Edge/MobileImage Classification5.47M—13 MB———Qualcomm AI Hub
46
Mobile-VIT
Edge/MobileImage Classification5.57M—13 MB———Qualcomm AI Hub
47
DeepLabV3-Plus-MobileNet
Edge/MobileSegmentation5.80M—14 MB———Qualcomm AI Hub
48
Yolo-v4
Edge/MobileObject Detection6.06M—15 MB———Qualcomm AI Hub
49
DDRNet23-Slim
Edge/MobileSegmentation6.13M—7 MB———Qualcomm AI Hub
50
PPE-Detection
Edge/MobileObject Detection6.19M—7 MB———Qualcomm AI Hub
51
Yolo-v7
Edge/MobileObject Detection6.24M—7 MB———Qualcomm AI Hub
52
GoogLeNet
Edge/MobileImage Classification6.62M—8 MB———Qualcomm AI Hub
53
SalsaNext
Edge/MobileSegmentation6.71M—16 MB———Qualcomm AI Hub
54
LeViT
Edge/MobileImage Classification7.82M—19 MB———Qualcomm AI Hub
55
DenseNet-121
Edge/MobileImage Classification7.99M—10 MB———Qualcomm AI Hub
56
PidNet
Edge/MobileSegmentation8.06M—10 MB———Qualcomm AI Hub
57
Yolo-X
Edge/MobileObject Detection8.98M—11 MB———Qualcomm AI Hub
58
HRNetFace
Edge/MobileObject Detection9.68M—12 MB———Qualcomm AI Hub
59
GPUNet
Edge/MobileImage Classification10.5M—13 MB———Qualcomm AI Hub
60
Yolo-v3
Edge/MobileObject Detection11.5M—28 MB———Qualcomm AI Hub
61
ResNet18
Edge/MobileImage Classification11.7M—14 MB———Qualcomm AI Hub
62
ResNet-Mixed-Convolution
Edge/MobileImage Classification11.7M—28 MB———Qualcomm AI Hub
63
FastSam-S
Edge/MobileSegmentation11.8M—28 MB———Qualcomm AI Hub
64
Facial-Attribute-Detection
Edge/MobileObject Detection12.1M—15 MB———Qualcomm AI Hub
65
EfficientFormer
Edge/MobileImage Classification12.3M—30 MB———Qualcomm AI Hub
66
YOLO-WORLD
Edge/MobileObject Detection12.7M—15 MB———Qualcomm AI Hub
67
EfficientNet-Lite4
Edge/MobileImage Classification13.0M—31 MB———Qualcomm AI Hub
68
FFNet-40S
Edge/MobileSegmentation13.9M—17 MB———Qualcomm AI Hub
69
AOT-GAN
Edge/Mobileimage editing15.2M—36 MB———Qualcomm AI Hub
70
RegNet
Edge/MobileImage Classification15.3M—18 MB———Qualcomm AI Hub
71
SixDRepNet
Edge/MobilePose Estimation15.3M—37 MB———Qualcomm AI Hub
72
Midas-V2
Edge/MobileDepth Estimation16.6M—20 MB———Qualcomm AI Hub
73
ESRGAN
Edge/MobileSuper Resolution16.7M—40 MB———Qualcomm AI Hub
74
Real-ESRGAN-x4plus
Edge/MobileSuper Resolution16.7M—20 MB———Qualcomm AI Hub
75
RTMPose-Body2d
Edge/MobilePose Estimation17.9M—43 MB———Qualcomm AI Hub
76
FFNet-54S
Edge/MobileSegmentation18.0M—22 MB———Qualcomm AI Hub
77
EfficientNet-B4
Edge/MobileImage Classification19.3M—46 MB———Qualcomm AI Hub
78
ResNet34-SSD
Edge/MobileObject Detection20.0M—48 MB———Qualcomm AI Hub
79
CenterNet-2D
Edge/MobileObject Detection20.2M—48 MB———Qualcomm AI Hub
80
CenterNet-3D
Edge/Mobiledriver assistance20.6M—49 MB———Qualcomm AI Hub
81
CenterNet-Pose
Edge/MobilePose Estimation20.6M—49 MB———Qualcomm AI Hub
82
Yolo-v5
Edge/MobileObject Detection21.2M—51 MB———Qualcomm AI Hub
83
EfficientNet-V2-s
Edge/MobileImage Classification21.4M—51 MB———Qualcomm AI Hub
84
CenterPoint
Edge/Mobiledriver assistance21.8M—52 MB———Qualcomm AI Hub
85
RepViT
Edge/MobileImage Classification22.9M—55 MB———Qualcomm AI Hub
86
Inception-v3
Edge/MobileImage Classification23.9M—29 MB———Qualcomm AI Hub
87
EfficientViT-b2-cls
Edge/MobileImage Classification24.3M—58 MB———Qualcomm AI Hub
88
Depth-Anything
Edge/MobileDepth Estimation24.7M—59 MB———Qualcomm AI Hub
89
Depth-Anything-V2
Edge/MobileDepth Estimation24.7M—59 MB———Qualcomm AI Hub
90
Depth-Anything-V3
Edge/MobileDepth Estimation24.7M—59 MB———Qualcomm AI Hub
91
ResNeXt50
Edge/MobileImage Classification25.0M—30 MB———Qualcomm AI Hub
92
ResNet50
Edge/MobileImage Classification25.5M—31 MB———Qualcomm AI Hub
93
DLA-102-X
Edge/MobileImage Classification26.3M—63 MB———Qualcomm AI Hub
94
FFNet-78S-LowRes
Edge/MobileSegmentation26.8M—32 MB———Qualcomm AI Hub
95
BEVFormer
Edge/Mobiledriver assistance27.0M—65 MB———Qualcomm AI Hub
96
FFNet-78S
Edge/MobileSegmentation27.5M—33 MB———Qualcomm AI Hub
97
RTMDet
Edge/MobileObject Detection27.5M—66 MB———Qualcomm AI Hub
98
Sequencer2D
Edge/MobileImage Classification27.6M—33 MB———Qualcomm AI Hub
99
HRNetPose
Edge/MobilePose Estimation28.5M—34 MB———Qualcomm AI Hub
100
RF-DETR
Edge/MobileObject Detection28.5M—68 MB———Qualcomm AI Hub
101
ConvNext-Tiny
Edge/MobileImage Classification28.6M—69 MB———Qualcomm AI Hub
102
Swin-Tiny
Edge/MobileImage Classification28.8M—69 MB———Qualcomm AI Hub
103
InternImage
Edge/MobileImage Classification30.6M—73 MB———Qualcomm AI Hub
104
Unet-Segmentation
Edge/MobileSegmentation31.0M—37 MB———Qualcomm AI Hub
105
ResNet-2Plus1D
Edge/MobileImage Classification31.5M—38 MB———Qualcomm AI Hub
106
FFNet-122NS-LowRes
Edge/MobileSegmentation32.1M—39 MB———Qualcomm AI Hub
107
FCN-ResNet50
Edge/MobileSegmentation33.0M—40 MB———Qualcomm AI Hub
108
ResNet-3D
Edge/MobileImage Classification33.4M—40 MB———Qualcomm AI Hub
109
Detectron2-Detection
Edge/MobileObject Detection33.8M—81 MB———Qualcomm AI Hub
110
DeepLabV3-ResNet50
Edge/MobileSegmentation39.6M—95 MB———Qualcomm AI Hub
111
DeformableDETR
Edge/MobileObject Detection40.0M—96 MB———Qualcomm AI Hub
112
DeepLabXception
Edge/MobileSegmentation41.3M—99 MB———Qualcomm AI Hub
113
DETR-ResNet50
Edge/MobileObject Detection41.4M—99 MB———Qualcomm AI Hub
114
Inception-v4
Edge/MobileImage Classification42.6M—51 MB———Qualcomm AI Hub
115
Conditional-DETR-ResNet50
Edge/MobileObject Detection43.6M—105 MB———Qualcomm AI Hub
116
BEVDet
Edge/Mobiledriver assistance44.0M—106 MB———Qualcomm AI Hub
117
BEVFusion
Edge/Mobiledriver assistance44.0M—106 MB———Qualcomm AI Hub
118
U2Net-Segmentation
Edge/MobileSegmentation44.0M—106 MB———Qualcomm AI Hub
119
ResNet101
Edge/MobileImage Classification44.5M—53 MB———Qualcomm AI Hub
120
LaMa-Dilated
Edge/Mobileimage editing45.6M—109 MB———Qualcomm AI Hub
121
MaskRCNN
Edge/MobileSegmentation46.4M—111 MB———Qualcomm AI Hub
122
Simple-Bev
Edge/Mobileimage generation49.7M—119 MB———Qualcomm AI Hub
123
Swin-Small
Edge/MobileImage Classification50.4M—121 MB———Qualcomm AI Hub
124
YOLOE-Segmentation
Edge/MobileSegmentation53.5M—128 MB———Qualcomm AI Hub
125
DDColor
Edge/Mobileimage editing56.3M—68 MB———Qualcomm AI Hub
126
DETR-ResNet101
Edge/MobileObject Detection60.3M—145 MB———Qualcomm AI Hub
127
EfficientViT-l2-cls
Edge/MobileImage Classification63.7M—153 MB———Qualcomm AI Hub
128
CavaFace
Edge/MobileObject Detection65.5M—157 MB———Qualcomm AI Hub
129
PSPNet
Edge/MobileSegmentation65.7M—158 MB———Qualcomm AI Hub
130
NAFNet-DeBlur
Edge/Mobileimage editing67.9M—163 MB———Qualcomm AI Hub
131
WideResNet50
Edge/MobileImage Classification68.9M—83 MB———Qualcomm AI Hub
132
HRNet-W48-OCR
Edge/MobileSegmentation70.3M—169 MB———Qualcomm AI Hub
133
FastSam-X
Edge/MobileSegmentation72.2M—173 MB———Qualcomm AI Hub
134
ACT
Edge/Mobilerobotics83.9M—201 MB———Qualcomm AI Hub
135
VIT
Edge/MobileImage Classification86.6M—104 MB———Qualcomm AI Hub
136
Video-MAE
Edge/MobileImage Classification87.7M—210 MB———Qualcomm AI Hub
137
ConvNext-Base
Edge/MobileImage Classification88.6M—213 MB———Qualcomm AI Hub
138
ConvNextV2-Base
Edge/MobileImage Classification88.7M—213 MB———Qualcomm AI Hub
139
NASNet
Edge/MobileImage Classification88.7M—213 MB———Qualcomm AI Hub
140
ResNeXt101
Edge/MobileImage Classification88.7M—106 MB———Qualcomm AI Hub
141
Swin-Base
Edge/MobileImage Classification88.8M—213 MB———Qualcomm AI Hub
142
SwinV2-Base
Edge/MobileImage Classification88.8M—213 MB———Qualcomm AI Hub
143
StateTransformer
Edge/Mobiledriver assistance90.7M—218 MB———Qualcomm AI Hub
144
Beit
Edge/MobileImage Classification92.0M—221 MB———Qualcomm AI Hub
145
NAFNet-DeNoise
Edge/Mobileimage editing116.0M—278 MB———Qualcomm AI Hub
146
OWL-ViT
Edge/MobileObject Detection153.0M—367 MB———Qualcomm AI Hub
147
OWL-V2
Edge/MobileObject Detection155.0M—372 MB———Qualcomm AI Hub
148
ControlNet-Canny
Edge/Mobileimage generation——————Qualcomm AI Hub
149
3D-Deep-BOX
Edge/MobileObject Detection——————Qualcomm AI Hub
150
DETR-ResNet101-DC5
Edge/MobileObject Detection——————Qualcomm AI Hub
151
DETR-ResNet50-DC5
Edge/MobileObject Detection——————Qualcomm AI Hub
152
EdgeTAM
Edge/MobileSegmentation——————Qualcomm AI Hub
153
EfficientViT-l2-seg
Edge/MobileSegmentation——————Qualcomm AI Hub
154
First-Order-Motion-Model
Edge/Mobilevideo generation——————Qualcomm AI Hub
155
Mask2Former
Edge/MobileSegmentation——————Qualcomm AI Hub
156
MediaPipe-Face-Detection
Edge/MobileObject Detection——————Qualcomm AI Hub
157
MediaPipe-Hand-Detection
Edge/MobileObject Detection——————Qualcomm AI Hub
158
MediaPipe-Hand-Gesture-Recognition
Edge/MobileObject Detection——————Qualcomm AI Hub
159
MediaPipe-Pose-Estimation
Edge/MobilePose Estimation——————Qualcomm AI Hub
160
MobileSam
Edge/MobileSegmentation——————Qualcomm AI Hub
161
PointNet
Edge/MobileSegmentation——————Qualcomm AI Hub
162
RangeNet-Plus-Plus
Edge/Mobiledriver assistance——————Qualcomm AI Hub
163
RegNet-Y-800MF
Edge/MobileImage Classification——————Qualcomm AI Hub
164
Segment-Anything-Model
Edge/MobileSegmentation——————Qualcomm AI Hub
165
Segment-Anything-Model-2
Edge/MobileSegmentation——————Qualcomm AI Hub
166
Segment-Anything-Model-3
Edge/MobileSegmentation——————Qualcomm AI Hub
167
Stable-Diffusion-v1.5
Edge/Mobileimage generation——————Qualcomm AI Hub
168
Stable-Diffusion-v2.1
Edge/Mobileimage generation——————Qualcomm AI Hub
169
Track-Anything
Edge/Mobilevideo object tracking——————Qualcomm AI Hub
170
WeDetect
Edge/MobileObject Detection——————Qualcomm AI Hub
171
YOLOv8-OBB
Edge/MobileObject Detection——————Qualcomm AI Hub
172
YOLOv9-Detection
Edge/MobileObject Detection——————Qualcomm AI Hub