Incremental Object Detection on COCO 40+10x4 multi-phase protocol
42.9AP (IoU 70-80)FAS
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FASDetector=D-DETR2026.06 | 42.9 | 45.2 | 63.9 | 44.1 | 62.2 | 44.3 | 62.1 | 60.1 | |
| DCADetector=D-DETR2026.06 | 37.2 | 44 | 61.2 | 41.1 | 56.5 | 39.2 | 53.8 | 49.6 | |
| SDDGRDetector=D-DETR2026.06 | 36.8 | 42.3 | 62.8 | 40.6 | 60.2 | 40 | 59 | 54.7 | |
| DMDDetector=D-DETR2026.06 | 30.3 | 39.1 | — | 35.4 | — | 32 | — | — | |
| CL-DETRDetector=D-DETR2026.06 | 28.1 | — | — | — | — | — | — | — | |
| ERDDetector=GFL2026.06 | 20.7 | 36.4 | 53.9 | 30.8 | 46.7 | 26.2 | 39.9 | 31.8 | |
| SIDDetector=GFL2026.06 | 12.6 | 34.6 | 52.1 | 24.1 | 38 | 14.6 | 23 | 23.3 | |
| RILODDetector=GFL2026.06 | 8.4 | 25.4 | 38.9 | 11.2 | 17.3 | 10.5 | 15.6 | 12.5 |