Image Classification on LungColon
94.7AccuracyBioMedVR
Evaluation results
| Method | Links | |
|---|---|---|
| BioMedVRSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 94.7 | |
| ARSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 94.3 | |
| AttrVRSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 93.8 | |
| BioMedCoOpSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 91.5 | |
| VPSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 90.8 | |
| CoOpSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 89.6 | |
| CoCoOpSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 89.4 | |
| BioMedVRSetting=Zero-shot, Shots=0, Backbone=ViT-B/16, Pre-trained Model=BioMedCLIP2026.06 | 67 | |
| AttrVRSetting=Zero-shot, Shots=0, Backbone=ViT-B/162026.06 | 40.8 | |
| BioMedVRSetting=Zero-shot, Shots=0, Backbone=ViT-B/162026.06 | 39.3 | |
| BioMedCLIPSetting=Zero-shot, Shots=0, Backbone=ViT-B/162026.06 | 38.1 | |
| CLIPSetting=Zero-shot, Shots=0, Backbone=ViT-B/162026.06 | 20.4 |