Incremental Object Detection on PASCAL VOC 15+5 setting 2007 (test)
91.2AP50 (Classes 1-15)P2IOD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| P2IODPre-training Data=Objects3652025.10 | 91.2 | 85.2 | 89.7 | |
| MD-DETRPre-training Data=Objects3652025.10 | 86.1 | 84.7 | 85.8 | |
| P2IODPre-training Data=MS COCO2025.10 | 83.3 | 66.9 | 79.2 | |
| MD-DETRPre-training Data=MS COCO2025.10 | 77.4 | 69.4 | 76.7 | |
| BPF2025.10 | 75.9 | 63 | 72.7 | |
| VLM-PL2025.10 | 73.9 | 82.4 | 72.4 | |
| PROB2025.10 | 73.5 | 60.8 | 70.1 | |
| PseudoRM2025.10 | 73.4 | 60.9 | 70.3 | |
| ABR2025.10 | 73 | 65.1 | 71 | |
| OW-DETR2025.10 | 72.2 | 59.8 | 69.1 | |
| Faster ILOD2025.10 | 71.6 | 56.9 | 67.9 |