Clustering on Eurosat
99.8NMISAGL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAGL2026.05 | 99.8 | 99.92 | 99.82 | |
| MSRL2026.05 | 99.67 | 99.88 | 99.73 | |
| TURTLE2026.05 | 91.61 | 96.38 | 92.17 | |
| SRLF2026.05 | 90.25 | 95.68 | 90.76 | |
| DCRBackbone=SigLIP ViT-SO@224 (S-1), Zero-shot=true2026.03 | 76 | 81 | 69 | |
| DCRBackbone=MetaCLIP ViT-L@224 (M-1), Zero-shot=true2026.03 | 72 | 77 | 67 | |
| Original CLIPBackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 71 | 72 | 61 | |
| DIVABackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 70 | 72 | 61 | |
| DCRBackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 68 | 73 | 61 | |
| DIVABackbone=SigLIP ViT-SO@224 (S-1), Zero-shot=true2026.03 | 66 | 73 | 57 | |
| DIVABackbone=MetaCLIP ViT-L@224 (M-1), Zero-shot=true2026.03 | 65 | 75 | 56 | |
| GenHancerBackbone=SigLIP ViT-SO@224 (S-1), Zero-shot=true2026.03 | 65 | 70 | 57 | |
| un2CLIPBackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 64 | 75 | 60 | |
| Original CLIPBackbone=SigLIP ViT-SO@224 (S-1), Zero-shot=true2026.03 | 64 | 69 | 55 | |
| GenHancerBackbone=MetaCLIP ViT-L@224 (M-1), Zero-shot=true2026.03 | 62 | 72 | 65 | |
| GenHancerBackbone=OpenAI CLIP ViT-L@224 (O-1), Zero-shot=true2026.03 | 61 | 67 | 56 | |
| Original CLIPBackbone=MetaCLIP ViT-L@224 (M-1), Zero-shot=true2026.03 | 59 | 56 | 46 | |
| PRR2026.05 | 56.41 | 80.86 | 59.5 | |
| MIM2026.05 | 56.34 | 87.66 | 61.34 |