Instance Detection on HR-InsDet 40 (test)
76.2AP (avg)L2G-Det
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| L2G-Det2026.03 | 76.2 | 61 | 81.2 | 24.1 | 75.4 | 92.6 | 80.6 | 77.9 | |
| NIDS-Net2026.03 | 63.9 | 43.4 | 72.7 | 18.1 | 62.5 | 84 | 76.6 | 70.6 | |
| SAM + DINOv2ffeature extractor=DINOv2f2026.03 | 41.6 | 28 | 47.6 | 14.6 | 45.8 | 69.1 | 49.1 | 46 | |
| SAM + DINOffeature extractor=DINOf2026.03 | 37 | 22.4 | 43.9 | 11.9 | 40.9 | 62.7 | 44.1 | 40.4 | |
| DINO2026.03 | 28 | 17.9 | 32.6 | 11.5 | 31.6 | 48.3 | 39.6 | 32.2 | |
| FCOS2026.03 | 22.4 | 13.2 | 28.7 | 6.2 | 26.5 | 38.1 | 32.8 | 25.5 | |
| RetinaNet2026.03 | 22.2 | 14.9 | 26.5 | 5.5 | 25.8 | 42.7 | 31.2 | 25 | |
| CenterNet2026.03 | 21.1 | 11.8 | 25.7 | 5.9 | 24.1 | 40.4 | 32.7 | 23.6 | |
| FasterRCNN2026.03 | 19.5 | 10.3 | 23.8 | 5 | 22.2 | 38 | 29.2 | 23.3 |