Object Detection on DOTA v2.0 (val)
36.5APFaster R-CNN w/ TOLF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Faster R-CNN w/ TOLFFramework=Faster R-CNN, Enhanced with=TOLF2026.01 | 36.5 | 40 | 7.5 | 29.5 | |
| Faster R-CNNFramework=Faster R-CNN2026.01 | 35.6 | 0 | 7.1 | 28.9 | |
| AutoAssign w/ TOLFFramework=AutoAssign, Enhanced with=TOLF2026.01 | 35.5 | 120 | 8.7 | 23.9 | |
| ATSS w/ TOLFFramework=ATSS, Enhanced with=TOLF2026.01 | 34.1 | 80 | 7.3 | 24.3 | |
| AutoAssignFramework=AutoAssign2026.01 | 33.8 | 90 | 7.3 | 22.4 | |
| FCOS w/ TOLFFramework=FCOS, Enhanced with=TOLF2026.01 | 33.3 | 60 | 7.1 | 24.8 | |
| ATSSFramework=ATSS2026.01 | 32.7 | 70 | 6.9 | 23.4 | |
| FCOS w/ RFLAFramework=FCOS, Enhanced with=RFLA2026.01 | 32.1 | 70 | 6.8 | 23.6 | |
| FCOSFramework=FCOS2026.01 | 31.8 | 30 | 4 | 19.4 |