Object Detection on PASCAL VOC 2007 (test) (AP50 Class Group Metrics)
86.4AP50 (1-5)P2IOD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| P2IODPre-training dataset=Objects365, Multi-step setting=5+5+5+52025.10 | 86.4 | 87.4 | 87.1 | |
| P2IODPre-training dataset=MS COCO, Multi-step setting=5+5+5+52025.10 | 74 | 77.2 | 76.4 | |
| ABRMulti-step setting=5+5+5+52025.10 | 64.7 | 56.4 | 58.4 | |
| VLM-PLMulti-step setting=5+5+5+52025.10 | 64.5 | 68.4 | 65.5 | |
| MMAMulti-step setting=5+5+5+52025.10 | 62.3 | 31.2 | 38.9 | |
| MD-DETRPre-training dataset=Objects365, Multi-step setting=5+5+5+52025.10 | 60.9 | 80.7 | 75.8 | |
| BPFMulti-step setting=5+5+5+52025.10 | 60.6 | 63.1 | 62.5 | |
| Faster ILODMulti-step setting=5+5+5+52025.10 | 55.7 | 16 | 25.9 | |
| MD-DETRPre-training dataset=MS COCO, Multi-step setting=5+5+5+52025.10 | 55.2 | 63.6 | 61.5 |