Weakly Supervised Object Detection on VOC 2007 (trainval)
66.6CorLocPCL-OB-G-Ens.+FRCNN
Evaluation Results
| Method | Links | |
|---|---|---|
| PCL-OB-G-Ens.+FRCNNModel Integration=Ensemble, Refinement=FRCNN2018.07 | 66.6 | |
| PCL-OB-G-Ens.Model Integration=Ensemble2018.07 | 63 | |
| PCL-OB-G-VGG16Backbone=VGG16, Model Integration=Single model2018.07 | 62.7 | |
| PCL-OB-G-VGG MBackbone=VGG_M, Model Integration=Single model2018.07 | 59.6 | |
| WSDDN-Ens.Model Integration=Ensemble2018.07 | 58 | |
| WCCNModel Integration=Multiple models2018.07 | 56.7 | |
| WSDDN-VGG MBackbone=VGG_M, Model Integration=Single model2018.07 | 56.1 | |
| Jie et al.Model Integration=Multiple models2018.07 | 56.1 | |
| WSDDN+contextModel Integration=Single model, Contextual Information=true2018.07 | 55.1 | |
| WSDDN-VGG FBackbone=VGG_F, Model Integration=Single model2018.07 | 54.2 | |
| WSDDN-VGG16Backbone=VGG16, Model Integration=Single model2018.07 | 53.5 | |
| OM+MIL+FRCNNModel Integration=Multiple models, Refinement=FRCNN2018.07 | 52.4 |