Image Classification on CT-Kidney
81.8AccuracyCoOp
Evaluation results
| Method | Links | |
|---|---|---|
| CoOpSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 81.8 | |
| BioMedCoOpSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 80.9 | |
| CoCoOpSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 78 | |
| BioMedVRSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 74 | |
| ARSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 72.5 | |
| AttrVRSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 71.6 | |
| VPSetting=Few-shot, Shots=16, Backbone=ViT-B/162026.06 | 67.8 | |
| BioMedCLIPSetting=Zero-shot, Shots=0, Backbone=ViT-B/162026.06 | 41.9 | |
| CLIPSetting=Zero-shot, Shots=0, Backbone=ViT-B/162026.06 | 38.1 | |
| BioMedVRSetting=Zero-shot, Shots=0, Backbone=ViT-B/16, Pre-trained Model=BioMedCLIP2026.06 | 32.9 | |
| AttrVRSetting=Zero-shot, Shots=0, Backbone=ViT-B/162026.06 | 30.1 | |
| BioMedVRSetting=Zero-shot, Shots=0, Backbone=ViT-B/162026.06 | 24.5 |