Object Detection on PASCAL VOC 2007 (trainval)
71.9CorLocOurs
Evaluation results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OursBackbone=VGG16, Pre-trained=ImageNet, Proposal generation=Selective Search, Input scale={480, 576, 688, 864, 1000, 1200}2025.05 | 71.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CBL2025.05 | 71.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SLV2025.05 | 71 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NDI-MIL2025.05 | 71 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IM-CFB2025.05 | 70.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CASD2025.05 | 70.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SPE2025.05 | 70.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ODCL2025.05 | 69.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WSOD22025.05 | 69.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MIST2025.05 | 68.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C-MIDN2025.05 | 68.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Yang et al.2025.05 | 68 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C-MIL2025.05 | 65 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OICR2025.05 | 60.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Kosugi et al.2019.11 | — | 0.855 | 0.796 | 0.681 | 0.551 | 0.336 | 0.835 | 0.831 | 0.785 | 0.427 | 0.798 | 0.378 | 0.615 | 0.744 | 0.886 | 0.326 | 0.557 | 0.779 | 0.637 | 0.784 | 0.741 | 0.667 | |
| OICR2019.11 | — | 0.817 | 0.804 | 0.487 | 0.495 | 0.328 | 0.817 | 0.854 | 0.401 | 0.406 | 0.795 | 0.357 | 0.337 | 0.605 | 0.888 | 0.218 | 0.579 | 0.763 | 0.599 | 0.753 | 0.814 | 0.606 | |
| PCL2019.11 | — | 0.817 | 0.824 | 0.634 | 0.41 | 0.424 | 0.797 | 0.842 | 0.549 | 0.234 | 0.788 | 0.544 | 0.46 | 0.759 | 0.896 | 0.228 | 0.513 | 0.722 | 0.661 | 0.749 | 0.76 | 0.63 | |
| PSNet2019.11 | — | 0.821 | 0.757 | 0.73 | 0.431 | 0.435 | 0.767 | 0.836 | 0.654 | 0.407 | 0.767 | 0.445 | 0.623 | 0.779 | 0.88 | 0.365 | 0.546 | 0.65 | 0.591 | 0.749 | 0.742 | 0.649 | |
| SGWSOD2019.11 | — | 0.71 | 0.765 | 0.549 | 0.497 | 0.541 | 0.78 | 0.874 | 0.688 | 0.324 | 0.752 | 0.295 | 0.58 | 0.673 | 0.845 | 0.415 | 0.49 | 0.781 | 0.603 | 0.628 | 0.789 | 0.629 | |
| TS2C2019.11 | — | 0.842 | 0.741 | 0.613 | 0.521 | 0.321 | 0.767 | 0.829 | 0.666 | 0.423 | 0.706 | 0.395 | 0.57 | 0.612 | 0.884 | 0.093 | 0.546 | 0.722 | 0.6 | 0.65 | 0.703 | 0.61 | |
| WSRPN2019.11 | — | 0.775 | 0.812 | 0.553 | 0.197 | 0.443 | 0.802 | 0.866 | 0.695 | 0.101 | 0.877 | 0.684 | 0.521 | 0.844 | 0.916 | 0.574 | 0.634 | 0.773 | 0.581 | 0.57 | 0.538 | 0.638 |