Clustering on MNIST (ACC, ARI, NMI)
85NMIDCR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DCRBackbone=SigLIP ViT-SO@224 (S-1), Zero-shot=true2026.03 | 85 | 89 | 78 | |
| GenHancerBackbone=SigLIP ViT-SO@224 (S-1), Zero-shot=true2026.03 | 80 | 78 | 70 | |
| DCRBackbone=MetaCLIP ViT-L@224 (M-1), Zero-shot=true2026.03 | 78 | 79 | 68 | |
| GenHancerBackbone=MetaCLIP ViT-L@224 (M-1), Zero-shot=true2026.03 | 76 | 73 | 77 | |
| DCRBackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 73 | 74 | 62 | |
| GenHancerBackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 69 | 73 | 60 | |
| Original CLIPBackbone=SigLIP ViT-SO@224 (S-1), Zero-shot=true2026.03 | 68 | 74 | 56 | |
| un2CLIPBackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 67 | 70 | 53 | |
| DIVABackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 66 | 60 | 49 | |
| Original CLIPBackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 63 | 63 | 50 | |
| DIVABackbone=SigLIP ViT-SO@224 (S-1), Zero-shot=true2026.03 | 63 | 61 | 46 | |
| DIVABackbone=MetaCLIP ViT-L@224 (M-1), Zero-shot=true2026.03 | 60 | 65 | 49 | |
| Original CLIPBackbone=MetaCLIP ViT-L@224 (M-1), Zero-shot=true2026.03 | 59 | 62 | 47 |