Image Classification on Pathology
58.33AccuracyPhenoLIP
Evaluation results
| Method | Links | |
|---|---|---|
| PhenoLIPVision Encoder=ViT-B, Text Encoder=PubmedBert, Zero-shot=true2026.02 | 58.33 | |
| BIOMEDICAVision Encoder=ViT-L, Text Encoder=GPT2, Zero-shot=true2026.02 | 57.4 | |
| PMC-CLIPVision Encoder=ResNet50, Text Encoder=PubmedBert, Zero-shot=true2026.02 | 45.12 | |
| BiomedCLIPVision Encoder=ViT-B, Text Encoder=PubmedBert, Zero-shot=true2026.02 | 42.87 | |
| OpenCLIPVision Encoder=ViT-B, Text Encoder=GPT2, Zero-shot=true2026.02 | 33.33 | |
| CoCaVision Encoder=ViT-B, Text Encoder=GPT2, Zero-shot=true2026.02 | 33 | |
| SigLIP2Vision Encoder=So400m, Text Encoder=SigLIP64, Zero-shot=true2026.02 | 20 |