Object Detection on COCO (mAP@0.3, mAP@0.5)
0.253mAP@0.3LOUPE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LOUPEzero-shot=true2022.08 | 0.253 | 0.121 | |
| AdaptCLIPzero-shot=true2022.08 | 0.149 | 0.066 | |
| CLIP + Pixel-Wisezero-shot=true, backbone=ViT-L/142022.08 | 0.085 | 0.045 | |
| CLIP + Grad-CAMzero-shot=true, backbone=ViT-L/142022.08 | 0.071 | 0.032 | |
| CLIP + K-Meanszero-shot=true, backbone=ViT-L/142022.08 | 0.064 | 0.019 |