Multiclass image-text classification on CrohnIPI
27.6Macro F1CapCLIP-MIX (ViT-L/14)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CapCLIP-MIX (ViT-L/14)Zero-shot=true, Backbone=ViT-L/142026.05 | 27.6 | 59.8 | |
| CapCLIP-MIX (ViT-B/16)Zero-shot=true, Backbone=ViT-B/162026.05 | 21.1 | 54.8 | |
| CapCLIP-M (ViT-B/16)Zero-shot=true, Backbone=ViT-B/162026.05 | 20.8 | 49.5 | |
| CapCLIP-M (ViT-L/14)Zero-shot=true, Backbone=ViT-L/142026.05 | 19.5 | 51.6 | |
| CapCLIP-B (ViT-L/14)Zero-shot=true, Backbone=ViT-L/142026.05 | 17.8 | 57.7 | |
| CapCLIP-B (ViT-B/16)Zero-shot=true, Backbone=ViT-B/162026.05 | 15.1 | 52.6 | |
| MedCLIPZero-shot=true2026.05 | 9.5 | 18.5 | |
| CLIP-OpenAIZero-shot=true2026.05 | 8.1 | 19.5 | |
| BioMedCLIPZero-shot=true2026.05 | 7.5 | 7.8 | |
| MedImageInsightZero-shot=true2026.05 | 5.1 | 7.2 |