Class Retrieval on PascalContext
61.8AccuracyMaskInversion
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MaskInversionBackbone=H/142024.07 | 61.8 | — | — | — | |
| MaskInversionBackbone=L/142024.07 | 59 | — | — | — | |
| MaskInversionBackbone=B/162024.07 | 58.1 | — | — | — | |
| CLIPSurgeryBackbone=B/162024.07 | 53.5 | — | — | — | |
| CLIPSurgeryBackbone=L/142024.07 | 46.4 | — | — | — | |
| MaskCLIPBackbone=B/162024.07 | 43 | — | — | — | |
| SCLIPBackbone=B/162024.07 | 43 | — | — | — | |
| CLIPSurgeryBackbone=H/142024.07 | 40.8 | — | — | — | |
| MaskCLIPBackbone=H/142024.07 | 37.8 | — | — | — | |
| MaskCLIPBackbone=L/142024.07 | 33.2 | — | — | — | |
| SCLIPBackbone=L/142024.07 | 24.9 | — | — | — | |
| SCLIPBackbone=H/142024.07 | 20.7 | — | — | — | |
| AlphaCLIPBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 27.7 | 60.9 | 75.1 | |
| CLIPBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 17.8 | 38.7 | 52.7 | |
| CropBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 5.6 | 13.2 | 20.4 | |
| FGVPBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 32.6 | 58.9 | 72.4 | |
| Masked CropBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 40.4 | 65.9 | 75.8 | |
| MaskInversionBackbone=ViT-B/32, Zero-shot status=true2024.07 | — | 46.7 | 74.9 | 84.6 | |
| MaskInversionBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 58.1 | 83.7 | 90.5 | |
| MaskInversionBackbone=ViT-L/14, Zero-shot status=true2024.07 | — | 59 | 86.3 | 92.5 | |
| MaskInversionBackbone=ViT-H/14, Zero-shot status=true2024.07 | — | 61.8 | 86 | 91.8 | |
| RedCircleBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 21.3 | 45 | 57.4 | |
| RISBackbone=ViT-B/16, Zero-shot status=true2024.07 | — | 38.1 | 62.7 | 74.3 |