Incremental Object Detection on COCO 40 + 20 × 2 setting
42.8AP (60-80)FAS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FASDetector=D-DETR2026.06 | 42.8 | — | — | 44.1 | 61.9 | 61.1 | |
| SDDGRDetector=D-DETR2026.06 | 41.1 | — | — | 42.5 | 62.2 | 59.5 | |
| DCADetector=D-DETR2026.06 | 40.3 | — | — | 42.7 | 59.6 | 54.1 | |
| DMDDetector=D-DETR2026.06 | 36.6 | — | — | 39.3 | — | — | |
| CL-DETRDetector=D-DETR2026.06 | 35.3 | — | — | — | — | — | |
| ERDDetector=GFL2026.06 | 32.4 | — | — | 36.7 | 54.6 | 48.6 | |
| SIDDetector=GFL2026.06 | 23.8 | — | — | 34 | 51.8 | 36.5 | |
| RILODDetector=GFL2026.06 | 15.8 | — | — | 27.8 | 42.8 | 4 | |
| CL-DETRBaseline=Deformable-DETR2026.03 | — | 35.3 | — | — | — | — | |
| DCABaseline=Deformable-DETR2026.03 | — | 40.3 | 54.1 | — | — | — | |
| PDPBaseline=Deformable-DETR2026.03 | — | 42.1 | 60.7 | — | — | — | |
| SSDGRBaseline=Deformable-DETR2026.03 | — | 41.1 | 59.5 | — | — | — |