Incremental Object Detection on PASCAL VOC 10+10 setting 2007 (test)
88.4AP50 (Classes 1-10)P2IOD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| P2IODPre-training Data=Objects3652025.10 | 88.4 | 91.1 | 89.8 | |
| P2IODPre-training Data=MS COCO2025.10 | 82 | 80.4 | 81.2 | |
| MD-DETRPre-training Data=Objects3652025.10 | 81.8 | 87.3 | 84.6 | |
| VLM-PL2025.10 | 80.3 | 76.3 | 78.3 | |
| MD-DETRPre-training Data=MS COCO2025.10 | 73.1 | 77.5 | 73.2 | |
| BPF2025.10 | 71.7 | 74 | 72.9 | |
| ABR2025.10 | 71.2 | 72.8 | 72 | |
| Faster ILOD2025.10 | 69.8 | 54.5 | 62.1 | |
| PseudoRM2025.10 | 69.1 | 68.6 | 68.9 | |
| PROB2025.10 | 66 | 67.2 | 66.5 | |
| OW-DETR2025.10 | 63.5 | 67.9 | 65.7 |