Incremental Object Detection on DOTA-IOD Task 3
39.4mAP^ASTAR-IOD
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| STAR-IODBaseline=Grounding DINO2026.05 | 39.4 | 65.5 | 44.1 | 42.7 | 63.9 | 20.3 | 42.8 | 48.4 | |
| GCDBaseline=Grounding DINO2026.05 | 37.3 | 64.3 | 40.9 | 41.3 | 62.1 | 20.6 | 41.6 | 45.2 | |
| CL-DETRBaseline=Deformable DETR2026.05 | 17.9 | 29.1 | 18.5 | 16.2 | 24.5 | 4.8 | 15.9 | 29.2 | |
| ERDBaseline=Grounding DINO2026.05 | 13.1 | 23.6 | 13.1 | 0.7 | 1.5 | 5.9 | 15.5 | 18.7 | |
| MD-DETRBaseline=Deformable DETR2026.05 | 8.4 | 14.2 | 8.6 | 9.9 | 15.7 | 2.7 | 7.7 | 15.6 | |
| Fine-tuningBaseline=Grounding DINO2026.05 | 6.9 | 14.9 | 5.5 | 1.5 | 3.3 | 3.1 | 8.8 | 10.1 |