Class Retrieval on OpenImages V7
51.2AccuracyMaskInversion
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MaskInversionBackbone=H/142024.07 | 51.2 | — | — | — | |
| CLIPSurgeryBackbone=B/162024.07 | 49.5 | — | — | — | |
| MaskInversionBackbone=L/142024.07 | 48.7 | — | — | — | |
| MaskInversionBackbone=B/162024.07 | 46.3 | — | — | — | |
| CLIPSurgeryBackbone=H/142024.07 | 45.8 | — | — | — | |
| MaskCLIPBackbone=B/162024.07 | 45.6 | — | — | — | |
| SCLIPBackbone=B/162024.07 | 45.5 | — | — | — | |
| CLIPSurgeryBackbone=L/142024.07 | 45.5 | — | — | — | |
| SCLIPBackbone=L/142024.07 | 38.3 | — | — | — | |
| MaskCLIPBackbone=H/142024.07 | 36.9 | — | — | — | |
| SCLIPBackbone=H/142024.07 | 35.6 | — | — | — | |
| MaskCLIPBackbone=L/142024.07 | 32.5 | — | — | — | |
| AlphaCLIPBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 43 | 77.4 | 84.3 | |
| CLIPBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 28.9 | 63.4 | 72.7 | |
| CropBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 0.8 | 3.8 | 7.05 | |
| FGVPBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 39.4 | 75.6 | 84.6 | |
| Masked CropBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 33.8 | 61.9 | 73.7 | |
| MaskInversionBackbone=ViT-B/32, Zero-shot status=true2024.07 | — | 42.6 | 78.8 | 86.6 | |
| MaskInversionBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 46.3 | 80.4 | 87.9 | |
| MaskInversionBackbone=ViT-L/14, Zero-shot status=true2024.07 | — | 48.7 | 81 | 88.1 | |
| MaskInversionBackbone=ViT-H/14, Zero-shot status=true2024.07 | — | 51.2 | 85.2 | 91.4 | |
| RedCircleBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 40.5 | 75.8 | 84.5 | |
| RISBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 34.5 | 66.5 | 75.8 |