Tiny Object Detection on AI-TOD v2 (test)
31.3APD3R-DETR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| D3R-DETRSource=Ours, Backbone=HGNetv2-B02026.01 | 31.3 | 65.1 | 26.2 | 16.6 | 30.8 | 36.8 | 44.7 | |
| DQ-DETRSource=ECCV2024, Backbone=ResNet502026.01 | 30.2 | 68.6 | 22.3 | 15.3 | 30.5 | 36.5 | 44.6 | |
| Dome-DETRSource=ACMMM2025, Backbone=HGNetv2-B0, Notes=re-implementation2026.01 | 28.7 | 62 | 22.8 | 14.6 | 28.1 | 34.2 | 42.2 | |
| DINO-DETRSource=ICLR2023, Backbone=ResNet502026.01 | 25.9 | 61.3 | 17.5 | 12.7 | 25.3 | 32 | 39.7 | |
| RFLASource=ECCV2022, Backbone=ResNet502026.01 | 25.7 | 58.9 | 18.8 | 9.2 | 25.5 | 30.2 | 40.2 | |
| ORFENetSource=TGRS2024, Backbone=ResNet502026.01 | 24.8 | 55.4 | 18.2 | 9.7 | 24.4 | 28.7 | 35.1 | |
| NWD-RKASource=ISPRS2022, Backbone=ResNet502026.01 | 24.7 | 57.4 | 17.1 | 9.7 | 24.2 | 29.8 | 39.3 |