Object Detection on PASCAL VOC 2007 1st Query (2k images) (test)
65.34mAPSTONE
Evaluation Results
| Method | Links | |
|---|---|---|
| STONEBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 65.34 | |
| AL-MDNeffBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 62.91 | |
| LLALBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 62.47 | |
| RANDOMBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 62.43 | |
| ENTROPYBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 62.43 | |
| CORESETBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 62.43 | |
| MC-DROPOUTBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 62.43 | |
| ENSEMBLEBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 62.43 | |
| AL-MDNgmmBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 62.43 |