Text-to-image Retrieval on UCM caption
75.33R@1/5/10RS-SigLIP2 400M
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RS-SigLIP2 400Mzero-shot=true, parameters=400M2025.10 | 75.33 | — | — | |
| RS-MaMMut 400Mzero-shot=true, parameters=400M2025.10 | 71.79 | — | — | |
| SigLIP2 400Mzero-shot=true, parameters=400M2025.10 | 68.52 | — | — | |
| MaMMUT 400Mzero-shot=true, parameters=400M2025.10 | 66.5 | — | — | |
| SkyScript SkyCLIP-30zero-shot=true2025.10 | 59.33 | — | — | |
| RemoteCLIPZero-shot protocol=True, Distribution setting=In-distribution2025.12 | 57.81 | 1 | 1 | |
| VLM2GeoVecZero-shot protocol=True, Distribution setting=Out-of-distribution2025.12 | 52.76 | 2.5 | 2 | |
| GeoRSCLIPZero-shot protocol=True, Distribution setting=Out-of-distribution2025.12 | 52.26 | 2.7 | 3 | |
| VLM2VecZero-shot protocol=True, Distribution setting=Out-of-distribution2025.12 | 49.59 | 4.2 | 4 | |
| CLIPZero-shot protocol=True, Distribution setting=Out-of-distribution2025.12 | 47.37 | 5 | 5 | |
| SkyCLIPZero-shot protocol=True, Distribution setting=Out-of-distribution2025.12 | 46.35 | 5.7 | 6 |