Classification on BUS-BRA
92.02AccuracyUltraUPConvNet
Evaluation results
| Method | Links | |
|---|---|---|
| UltraUPConvNetInteraction Mode=Automatic, Params=60.48M2025.09 | 92.02 | |
| UltraUPConvNet w/o promptInteraction Mode=Automatic, Params=60.44M, Prompting=w/o prompt2025.09 | 90.96 | |
| MedCLIP*evaluation protocol=FT2026.04 | 87.21 | |
| CLIPevaluation protocol=FT2026.04 | 86.15 | |
| SigLIP*evaluation protocol=FT2026.04 | 85.61 | |
| Ultrasound-CLIPevaluation protocol=FT2026.04 | 84.55 | |
| MetaCLIPevaluation protocol=FT2026.04 | 84.19 | |
| BiomedCLIPevaluation protocol=FT2026.04 | 84.19 | |
| UniMed-CLIPevaluation protocol=FT2026.04 | 84.1 | |
| PMC-CLIPevaluation protocol=FT2026.04 | 82.06 | |
| UniUSNetInteraction Mode=Automatic, Params=86.29M2025.09 | 80.39 | |
| Ultrasound-CLIPevaluation protocol=LP2026.04 | 78.86 | |
| UniMed-CLIPevaluation protocol=LP2026.04 | 77.44 | |
| BiomedCLIPevaluation protocol=LP2026.04 | 77.44 | |
| PMC-CLIPevaluation protocol=LP2026.04 | 75.31 | |
| MedCLIP*evaluation protocol=LP2026.04 | 71.94 | |
| CLIPevaluation protocol=LP2026.04 | 70.16 | |
| SigLIP*evaluation protocol=LP2026.04 | 69.8 | |
| MetaCLIPevaluation protocol=LP2026.04 | 67.85 | |
| MetaCLIPevaluation protocol=ZS2026.04 | 65.97 | |
| UniMed-CLIPevaluation protocol=ZS2026.04 | 65.14 | |
| SigLIP*evaluation protocol=ZS2026.04 | 61.12 | |
| Ultrasound-CLIPevaluation protocol=ZS2026.04 | 54.93 | |
| CLIPevaluation protocol=ZS2026.04 | 51.49 | |
| MedCLIP*evaluation protocol=ZS2026.04 | 36.21 | |
| PMC-CLIPevaluation protocol=ZS2026.04 | 35.25 | |
| BiomedCLIPevaluation protocol=ZS2026.04 | 33.33 |