Incremental Object Detection on COCO 40-20 multi-step
52.9APYOLO-IOD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| YOLO-IODDetector=YOLO-Word(X), Example-replay=false, Incremental Phase=T22025.12 | 52.9 | — | — | — | — | |
| YOLO-IODDetector=YOLO-Word(X), Example-replay=false, Incremental Phase=T32025.12 | 51.9 | 4.8 | — | — | — | |
| RGRDetector=YOLO-Word(X), Example-replay=true, Incremental Phase=T22025.12 | 51 | — | — | — | — | |
| ERDDetector=YOLO-Word(X), Example-replay=false, Incremental Phase=T22025.12 | 50 | — | — | — | — | |
| RGRDetector=YOLO-Word(X), Example-replay=true, Incremental Phase=T32025.12 | 48.6 | 10.8 | — | — | — | |
| ERDDetector=YOLO-Word(X), Example-replay=false, Incremental Phase=T32025.12 | 46.4 | 14.8 | — | — | — | |
| GCDDetector=Grounding Dino, Example-replay=false, Incremental Phase=T32025.12 | 44 | 23 | — | — | — | |
| DCADetector=Deformable DETR, Example-replay=false, Incremental Phase=T22025.12 | 42.7 | — | — | — | — | |
| SDDGRDetector=Deformable DETR, Example-replay=true, Incremental Phase=T22025.12 | 42.5 | — | — | — | — | |
| SDDGRDetector=Deformable DETR, Example-replay=true, Incremental Phase=T32025.12 | 41.1 | 12.5 | — | — | — | |
| DCADetector=Deformable DETR, Example-replay=false, Incremental Phase=T32025.12 | 40.3 | 14.2 | — | — | — | |
| TLRDetector=GLIP-T, Example-replay=false, Incremental Phase=T32025.12 | 37.3 | 32.4 | — | — | — | |
| CL-DETRDetector=Deformable DETR, Example-replay=true, Incremental Phase=T32025.12 | 35.3 | 24.8 | — | — | — | |
| CL-DETR2025.10 | — | — | 63.7 | 58.3 | 54.1 | |
| DyQ-DETR2025.10 | — | — | 63.7 | 57 | 55.7 | |
| ERD2025.10 | — | — | 63.7 | 54.5 | 48.6 | |
| GCD2025.10 | — | — | — | — | 60.4 | |
| LEA2025.10 | — | — | 75.3 | 62 | 57.5 | |
| MD-DETRPre-trained=Objects3652025.10 | — | — | 79 | 69.4 | 60.3 | |
| P2IODPre-trained=Objects3652025.10 | — | — | 79.6 | 71.3 | 68.8 | |
| SDDGR2025.10 | — | — | 68.6 | 62.6 | 59.5 |