Binary image-text classification on CrohnIPI
96.6AUROCCapCLIP-B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CapCLIP-BBackbone=ViT-L/14, Setting=Zero-shot2026.05 | 96.6 | 95.1 | |
| CapCLIP-BBackbone=ViT-B/16, Setting=Zero-shot2026.05 | 96 | 94.2 | |
| CapCLIP-MIXBackbone=ViT-B/16, Setting=Zero-shot2026.05 | 95.8 | 94.3 | |
| CapCLIP-MBackbone=ViT-L/14, Setting=Zero-shot2026.05 | 95 | 92.3 | |
| CapCLIP-MBackbone=ViT-B/16, Setting=Zero-shot2026.05 | 92.7 | 89.7 | |
| CapCLIP-MIXBackbone=ViT-L/14, Setting=Zero-shot2026.05 | 91.6 | 89 | |
| MedImageInsightSetting=Zero-shot2026.05 | 78.1 | 69.2 | |
| CLIP-OpenAISetting=Zero-shot2026.05 | 70.9 | 62.1 | |
| BioMedCLIPSetting=Zero-shot2026.05 | 62.5 | 50.9 | |
| MedCLIPSetting=Zero-shot2026.05 | 51.8 | 41.7 |