Classification on X-ray
85.5AccuracyRad-CLIP
Evaluation results
| Method | Links | |
|---|---|---|
| Rad-CLIPSetting=Clean2026.03 | 85.5 | |
| BioMed-CLIPSetting=Clean2026.03 | 64 | |
| UniMed-CLIPSetting=Clean2026.03 | 58.5 | |
| BioMed-CLIPSetting=CoDA-shifted, τ=0.9, Optimization=Random2026.03 | 52.5 | |
| UniMed-CLIPSetting=CoDA-shifted, τ=0.9, Optimization=Random2026.03 | 51 | |
| BMC-CLIPSetting=Clean2026.03 | 50.5 | |
| UniMed-CLIPSetting=CoDA-shifted, τ=0.9, Optimization=Bayes2026.03 | 48.5 | |
| UniMed-CLIPSetting=CoDA-shifted, τ=0.8, Optimization=Random2026.03 | 46.5 | |
| BioMed-CLIPSetting=CoDA-shifted, τ=0.9, Optimization=Bayes2026.03 | 45.5 | |
| UniMed-CLIPSetting=CoDA-shifted, τ=0.8, Optimization=Bayes2026.03 | 42.5 | |
| BMC-CLIPSetting=CoDA-shifted, τ=0.9, Optimization=Random2026.03 | 40.5 | |
| BMC-CLIPSetting=CoDA-shifted, τ=0.8, Optimization=Random2026.03 | 38 | |
| BMC-CLIPSetting=CoDA-shifted, τ=0.9, Optimization=Bayes2026.03 | 38 | |
| Rad-CLIPSetting=CoDA-shifted, τ=0.9, Optimization=Random2026.03 | 37 | |
| Rad-CLIPSetting=CoDA-shifted, τ=0.9, Optimization=Bayes2026.03 | 33.5 | |
| BMC-CLIPSetting=CoDA-shifted, τ=0.8, Optimization=Bayes2026.03 | 32.5 | |
| BioMed-CLIPSetting=CoDA-shifted, τ=0.8, Optimization=Random2026.03 | 32 | |
| Rad-CLIPSetting=CoDA-shifted, τ=0.8, Optimization=Random2026.03 | 31.5 | |
| Rad-CLIPSetting=CoDA-shifted, τ=0.8, Optimization=Bayes2026.03 | 28 | |
| BioMed-CLIPSetting=CoDA-shifted, τ=0.8, Optimization=Bayes2026.03 | 24.5 |