Object Detection Leaderboard
65 models · COCO 2017 val (5k images) · Data from Jul 25, 2026 · Source: Roboflow
Showing 5 of 65 models
| # | Model | Arch | Params | mAP 50:95 ↓ | mAP 50 | mAP 75 | Small | Medium | Large | License |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | LW-DETR-xlarge | LW-DETR | 118.0M | 0.583 | 0.769 | 0.633 | 0.408 | 0.632 | 0.748 | Apache-2.0 |
| 2 | LW-DETR-large | LW-DETR | 46.8M | 0.561 | 0.746 | 0.609 | 0.372 | 0.604 | 0.730 | Apache-2.0 |
| 3 | LW-DETR-medium | LW-DETR | 28.2M | 0.526 | 0.720 | 0.567 | 0.327 | 0.576 | 0.706 | Apache-2.0 |
| 4 | LW-DETR-small | LW-DETR | 14.6M | 0.481 | 0.669 | 0.517 | 0.268 | 0.525 | 0.656 | Apache-2.0 |
| 5 | LW-DETR-tiny | LW-DETR | 12.1M | 0.429 | 0.608 | 0.460 | 0.227 | 0.474 | 0.600 | Apache-2.0 |