Object Detection on PASCAL VOC 3rd Query (4k images) 2007 (test)
69.66mAPAL-MDNeff
Evaluation Results
| Method | Links | |
|---|---|---|
| AL-MDNeffBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 69.66 | |
| AL-MDNgmmBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 69.43 | |
| MC-DROPOUTBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 69.39 | |
| ENSEMBLEBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 69.26 | |
| STONEBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 69.03 | |
| LLALBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 68.9 | |
| ENTROPYBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 68.7 | |
| CORESETBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 68.57 | |
| RANDOMBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 68.47 |