Object Detection on PASCAL VOC 2007 (test) (AP50 by Area Bin)
89.1AP50 (1-10)P2IOD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| P2IODPre-training dataset=Objects365, Multi-step setting=10+5+52025.10 | 89.1 | 89.1 | 89.1 | |
| P2IODPre-training dataset=MS COCO, Multi-step setting=10+5+52025.10 | 81.3 | 74.2 | 77.8 | |
| MD-DETRPre-training dataset=Objects365, Multi-step setting=10+5+52025.10 | 80.1 | 87.5 | 83.8 | |
| BPFMulti-step setting=10+5+52025.10 | 69.1 | 68.2 | 68.7 | |
| ABRMulti-step setting=10+5+52025.10 | 68.7 | 67.1 | 67.9 | |
| MD-DETRPre-training dataset=MS COCO, Multi-step setting=10+5+52025.10 | 68.5 | 60.3 | 60.7 | |
| Faster ILODMulti-step setting=10+5+52025.10 | 68.3 | 57.9 | 63.1 | |
| VLM-PLMulti-step setting=10+5+52025.10 | 67.9 | 67.9 | 67.9 | |
| MMAMulti-step setting=10+5+52025.10 | 67.4 | 60.5 | 64 |