Image Classification on Combined Classification Suite Average
78.8Average Score (11 components)ProAPO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProAPOBackbone=ViT-B/16, Source=SigLIP2025.02 | 78.8 | 75.2 | |
| ProAPOBackbone=ViT-L/14, Source=CLIP2025.02 | 78.1 | 74.5 | |
| ProAPOBackbone=ViT-B/16, Source=EVA022025.02 | 76.2 | 72.7 | |
| CuPLBackbone=ViT-B/16, Source=SigLIP2025.02 | 75.7 | 72.3 | |
| CuPLBackbone=ViT-L/14, Source=CLIP2025.02 | 75.5 | 71.9 | |
| SigLIPBackbone=ViT-B/16, Source=SigLIP2025.02 | 75.5 | 71.8 | |
| ProAPOBackbone=ViT-B/32, Source=OpenCLIP2025.02 | 73.3 | 70.6 | |
| CLIPBackbone=ViT-L/14, Source=CLIP2025.02 | 72.8 | 69.5 | |
| CuPLBackbone=ViT-B/16, Source=EVA022025.02 | 72.8 | 69.7 | |
| EVA02Backbone=ViT-B/16, Source=EVA022025.02 | 71.8 | 68.7 | |
| ProAPOBackbone=ViT-B/16, Source=CLIP2025.02 | 71.7 | 68.6 | |
| CuPLBackbone=ViT-B/32, Source=OpenCLIP2025.02 | 69.3 | 67.1 | |
| CuPLBackbone=ViT-B/16, Source=CLIP2025.02 | 69 | 66.1 | |
| OpenCLIPBackbone=ViT-B/32, Source=OpenCLIP2025.02 | 68.2 | 65.9 | |
| ProAPOBackbone=ViT-B/32, Source=CLIP2025.02 | 67.9 | 65 | |
| CLIPBackbone=ViT-B/16, Source=CLIP2025.02 | 65.8 | 63 | |
| CuPLBackbone=ViT-B/32, Source=CLIP2025.02 | 64.9 | 62.3 | |
| ProAPOBackbone=ResNet50, Source=CLIP2025.02 | 64.6 | 61.8 | |
| ProAPOBackbone=ResNet101, Source=CLIP2025.02 | 64.6 | 61.8 | |
| CLIPBackbone=ViT-B/32, Source=CLIP2025.02 | 61.8 | 59.3 | |
| CuPLBackbone=ResNet50, Source=CLIP2025.02 | 61.1 | 58.5 | |
| CLIPBackbone=ResNet101, Source=CLIP2025.02 | 60 | 57.5 | |
| CuPLBackbone=ResNet101, Source=CLIP2025.02 | 59.8 | 57.2 | |
| CLIPBackbone=ResNet50, Source=CLIP2025.02 | 55.6 | 53.4 |