Object Detection Leaderboard
65 models · COCO 2017 val (5k images) · Data from Jul 25, 2026 · Source: Roboflow
Showing 9 of 65 models
| # | Model | Arch | Params | mAP 50:95 ↓ | mAP 50 | mAP 75 | Small | Medium | Large | License |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | D-FINE-X-Objects365+COCO | D-FINE | 61.6M | 0.593 | 0.768 | 0.646 | 0.422 | 0.642 | 0.764 | Apache-2.0 |
| 2 | D-FINE-L-Objects365+COCO | D-FINE | 30.7M | 0.573 | 0.749 | 0.623 | 0.405 | 0.615 | 0.737 | Apache-2.0 |
| 3 | D-FINE-X | D-FINE | 61.6M | 0.558 | 0.737 | 0.602 | 0.373 | 0.605 | 0.735 | Apache-2.0 |
| 4 | D-FINE-M-Objects365+COCO | D-FINE | 19.2M | 0.551 | 0.726 | 0.597 | 0.379 | 0.594 | 0.717 | Apache-2.0 |
| 5 | D-FINE-L | D-FINE | 30.7M | 0.540 | 0.716 | 0.584 | 0.365 | 0.580 | 0.719 | Apache-2.0 |
| 6 | D-FINE-M | D-FINE | 19.2M | 0.523 | 0.699 | 0.564 | 0.332 | 0.565 | 0.701 | Apache-2.0 |
| 7 | D-FINE-S-Objects365+COCO | D-FINE | 10.2M | 0.507 | 0.677 | 0.551 | 0.329 | 0.546 | 0.665 | Apache-2.0 |
| 8 | D-FINE-S | D-FINE | 10.2M | 0.485 | 0.654 | 0.526 | 0.293 | 0.522 | 0.654 | Apache-2.0 |
| 9 | D-FINE-N | D-FINE | 3.75M | 0.428 | 0.603 | 0.455 | 0.229 | 0.468 | 0.622 | Apache-2.0 |