Weakly Supervised Object Detection on PASCAL VOC 2012
56.8mAPDANCE+FRCNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DANCE+FRCNNRefinement=Fast R-CNN2025.09 | 56.8 | 81.4 | |
| DANCE2025.09 | 55.6 | 80.5 | |
| ICBC2025.09 | 55.5 | 73.4 | |
| OD-WSCL2025.09 | 54.6 | 71.2 | |
| NDI-WSOD2025.09 | 53.9 | 72.2 | |
| CASD2025.09 | 53.6 | 72.3 | |
| CBL2025.09 | 53.5 | 72.6 | |
| P-MIDN+MGSC+FRCNNRefinement=Fast R-CNN2025.09 | 53.4 | 76 | |
| BUAA-PAL+RegRefinement=Regression2025.09 | 53 | 74 | |
| P-MIDN+MGSC2025.09 | 52.8 | 73.3 | |
| MIST2025.09 | 52.1 | 70.9 | |
| BUAA-PAL2025.09 | 51.2 | 72.4 | |
| MCC-MCT+RegRefinement=Regression2025.09 | 51.1 | 72.3 | |
| C-MIDN+FRCNNRefinement=Fast R-CNN2025.09 | 50.3 | 73.3 | |
| C-MIDN2025.09 | 50.2 | 71.2 | |
| CPNet2025.09 | 50.2 | — | |
| D-MIL+FRCNNRefinement=Fast R-CNN2025.09 | 49.8 | 71.9 | |
| PSLR+FRRCNNRefinement=Fast R-CNN2025.09 | 49.7 | 74.5 | |
| D-MIL2025.09 | 49.6 | 70.1 | |
| IM-CFB2025.09 | 49.4 | 69.6 | |
| MCC-MCT2025.09 | 49.3 | 69.3 | |
| SLV2025.09 | 49.2 | 69.2 | |
| W2F2025.09 | 47.8 | 69.4 | |
| WSOD22025.09 | 47.2 | 71.9 | |
| SDCN+FRCNNRefinement=Fast R-CNN2025.09 | 46.7 | 69.5 | |
| PSLR2025.09 | 46.3 | 68.7 | |
| WS-JDS+FRCNNRefinement=Fast R-CNN2025.09 | 46.1 | 69.5 | |
| TPEE2025.09 | 45.6 | 68.7 | |
| PCL-Ens.+FRCNNEnsemble=true, Refinement=Fast R-CNN2025.09 | 44.2 | 68 | |
| CSC+FRCNNRefinement=Fast R-CNN2025.09 | 44.1 | 67 | |
| SDCN2025.09 | 43.5 | 67.9 | |
| OAIL2025.09 | 43.4 | 66.7 | |
| OICR-Ens.+FRCNNEnsemble=true, Refinement=Fast R-CNN2025.09 | 42.5 | 65.6 | |
| PCL2025.09 | 40.6 | 63.2 | |
| TS2C2025.09 | 40 | 64.4 | |
| WS-JDS2025.09 | 39.1 | 63.5 | |
| OICR2025.09 | 37.9 | 62.1 | |
| WCCN2025.09 | 37.9 | — | |
| CSC2025.09 | 37.1 | 61.4 | |
| ContextLocNet2025.09 | 35.3 | 54.8 |