Class Retrieval on COCO
63.7Acc@1MaskInversion
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MaskInversionBackbone=ViT-H/14, Zero-shot status=true2024.07 | 63.7 | 88.3 | 93.5 | |
| MaskInversionBackbone=H/142024.07 | 63.7 | — | — | |
| MaskInversionBackbone=ViT-L/14, Zero-shot status=true2024.07 | 56 | 84.2 | 91.4 | |
| MaskInversionBackbone=L/142024.07 | 56 | — | — | |
| CLIPSurgeryBackbone=L/142024.07 | 47.7 | — | — | |
| MaskInversionBackbone=ViT-B/16, Zero-shot status=true2024.07 | 44.7 | 71.6 | 83 | |
| MaskInversionBackbone=B/162024.07 | 44.7 | — | — | |
| RISBackbone=ViT-B/16, Zero-shot status=true2024.07 | 43.6 | 65.3 | 72.4 | |
| CLIPSurgeryBackbone=B/162024.07 | 41.7 | — | — | |
| MaskCLIPBackbone=B/162024.07 | 40.2 | — | — | |
| CLIPSurgeryBackbone=H/142024.07 | 40.1 | — | — | |
| Masked CropBackbone=ViT-B/16, Zero-shot status=true2024.07 | 38.2 | 57.7 | 65.2 | |
| MaskInversionBackbone=ViT-B/32, Zero-shot status=true2024.07 | 38 | 65.8 | 78.4 | |
| FGVPBackbone=ViT-B/16, Zero-shot status=true2024.07 | 35.9 | 62.2 | 72.6 | |
| SCLIPBackbone=B/162024.07 | 33.4 | — | — | |
| AlphaCLIPBackbone=ViT-B/16, Zero-shot status=true2024.07 | 30.9 | 55.9 | 70.3 | |
| MaskCLIPBackbone=H/142024.07 | 30.9 | — | — | |
| MaskCLIPBackbone=L/142024.07 | 29.3 | — | — | |
| RedCircleBackbone=ViT-B/16, Zero-shot status=true2024.07 | 28.8 | 63 | 77.3 | |
| SCLIPBackbone=L/142024.07 | 25.9 | — | — | |
| CLIPBackbone=ViT-B/16, Zero-shot status=true2024.07 | 25 | 54.9 | 72.6 | |
| CropBackbone=ViT-B/16, Zero-shot status=true2024.07 | 23.9 | 34.5 | 41.5 | |
| SCLIPBackbone=H/142024.07 | 19.8 | — | — |