Ultrasound Image Classification on GIST514-DB
81.52AccuracySigLIP
Evaluation results
| Method | Links | |
|---|---|---|
| SigLIPEvaluation Protocol=FT2026.04 | 81.52 | |
| SigLIP*evaluation protocol=FT2026.04 | 81.4 | |
| CLIPevaluation protocol=FT2026.04 | 76.13 | |
| CLIPEvaluation Protocol=FT2026.04 | 76.06 | |
| UniMed-CLIPevaluation protocol=FT2026.04 | 74.84 | |
| BiomedCLIPevaluation protocol=FT2026.04 | 74.84 | |
| BiomedCLIPEvaluation Protocol=FT2026.04 | 74.59 | |
| UniMed-CLIPEvaluation Protocol=FT2026.04 | 74.52 | |
| MetaCLIPevaluation protocol=FT2026.04 | 73.55 | |
| MetaCLIPEvaluation Protocol=FT2026.04 | 73.25 | |
| Ultrasound-CLIPevaluation protocol=FT2026.04 | 72.9 | |
| Ultrasound-CLIPEvaluation Protocol=FT2026.04 | 72.62 | |
| MedCLIP*evaluation protocol=FT2026.04 | 72.26 | |
| MedCLIPEvaluation Protocol=FT2026.04 | 71.96 | |
| UniMed-CLIPEvaluation Protocol=LP2026.04 | 69.48 | |
| BiomedCLIPevaluation protocol=LP2026.04 | 69.03 | |
| BiomedCLIPEvaluation Protocol=LP2026.04 | 68.82 | |
| PMC-CLIPEvaluation Protocol=FT2026.04 | 68.41 | |
| PMC-CLIPevaluation protocol=FT2026.04 | 68.39 | |
| MedCLIP*evaluation protocol=LP2026.04 | 68.39 | |
| Ultrasound-CLIPevaluation protocol=LP2026.04 | 68.39 | |
| MedCLIPEvaluation Protocol=LP2026.04 | 68.19 | |
| Ultrasound-CLIPEvaluation Protocol=LP2026.04 | 68.19 | |
| SigLIP*evaluation protocol=LP2026.04 | 67.1 | |
| SigLIPEvaluation Protocol=LP2026.04 | 66.67 | |
| UniMed-CLIPevaluation protocol=LP2026.04 | 65.81 | |
| PMC-CLIPevaluation protocol=LP2026.04 | 63.87 | |
| PMC-CLIPEvaluation Protocol=LP2026.04 | 63.43 | |
| CLIPevaluation protocol=LP2026.04 | 62.58 | |
| CLIPEvaluation Protocol=LP2026.04 | 62.02 | |
| MetaCLIPevaluation protocol=LP2026.04 | 58.06 | |
| MetaCLIPEvaluation Protocol=LP2026.04 | 57.41 | |
| Ultrasound-CLIPEvaluation Protocol=ZS2026.04 | 54.18 | |
| Ultrasound-CLIPevaluation protocol=ZS2026.04 | 53.89 | |
| BiomedCLIPevaluation protocol=ZS2026.04 | 51.56 | |
| MedCLIP*evaluation protocol=ZS2026.04 | 51.36 | |
| BiomedCLIPEvaluation Protocol=ZS2026.04 | 50.42 | |
| MedCLIPEvaluation Protocol=ZS2026.04 | 50.22 | |
| CLIPEvaluation Protocol=ZS2026.04 | 50.18 | |
| PMC-CLIPevaluation protocol=ZS2026.04 | 50.1 | |
| PMC-CLIPEvaluation Protocol=ZS2026.04 | 49.17 | |
| CLIPevaluation protocol=ZS2026.04 | 49.03 | |
| UniMed-CLIPevaluation protocol=ZS2026.04 | 48.52 | |
| SigLIP*evaluation protocol=ZS2026.04 | 48.44 | |
| MetaCLIPEvaluation Protocol=ZS2026.04 | 48.26 | |
| MetaCLIPevaluation protocol=ZS2026.04 | 48.05 | |
| UniMed-CLIPEvaluation Protocol=ZS2026.04 | 47.78 | |
| SigLIPEvaluation Protocol=ZS2026.04 | 47.51 |