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ResearchFormerly WizWand

Weakly Supervised Object Detection on PASCAL VOC 2012

56.8mAPDANCE+FRCNN
34.4440.24546.0551.855Sep 10, 2025
Updated 6mo ago

Evaluation results

MethodLinks
DANCE+FRCNNRefinement=Fast R-CNN2025.0956.881.4
DANCE2025.0955.680.5
ICBC2025.0955.573.4
OD-WSCL2025.0954.671.2
NDI-WSOD2025.0953.972.2
CASD2025.0953.672.3
CBL2025.0953.572.6
P-MIDN+MGSC+FRCNNRefinement=Fast R-CNN2025.0953.476
BUAA-PAL+RegRefinement=Regression2025.095374
P-MIDN+MGSC2025.0952.873.3
MIST2025.0952.170.9
BUAA-PAL2025.0951.272.4
MCC-MCT+RegRefinement=Regression2025.0951.172.3
C-MIDN+FRCNNRefinement=Fast R-CNN2025.0950.373.3
C-MIDN2025.0950.271.2
CPNet2025.0950.2—
D-MIL+FRCNNRefinement=Fast R-CNN2025.0949.871.9
PSLR+FRRCNNRefinement=Fast R-CNN2025.0949.774.5
D-MIL2025.0949.670.1
IM-CFB2025.0949.469.6
MCC-MCT2025.0949.369.3
SLV2025.0949.269.2
W2F2025.0947.869.4
WSOD22025.0947.271.9
SDCN+FRCNNRefinement=Fast R-CNN2025.0946.769.5
PSLR2025.0946.368.7
WS-JDS+FRCNNRefinement=Fast R-CNN2025.0946.169.5
TPEE2025.0945.668.7
PCL-Ens.+FRCNNEnsemble=true, Refinement=Fast R-CNN2025.0944.268
CSC+FRCNNRefinement=Fast R-CNN2025.0944.167
SDCN2025.0943.567.9
OAIL2025.0943.466.7
OICR-Ens.+FRCNNEnsemble=true, Refinement=Fast R-CNN2025.0942.565.6
PCL2025.0940.663.2
TS2C2025.094064.4
WS-JDS2025.0939.163.5
OICR2025.0937.962.1
WCCN2025.0937.9—
CSC2025.0937.161.4
ContextLocNet2025.0935.354.8