Object Detection on PASCAL VOC (mAP@0.3, mAP@0.5)
30.3mAP@0.3LOUPE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LOUPEzero-shot=true2022.08 | 30.3 | 19.5 | |
| AdaptCLIPzero-shot=true2022.08 | 28.7 | 12.9 | |
| CLIP + Grad-CAMzero-shot=true, backbone=ViT-L/142022.08 | 19.1 | 8.2 | |
| CLIP + Pixel-Wisezero-shot=true, backbone=ViT-L/142022.08 | 18.2 | 7.3 | |
| CLIP + K-Meanszero-shot=true, backbone=ViT-L/142022.08 | 11.7 | 4.8 |