Image Classification on Histology
9AccuracySigLIP2
Evaluation results
| Method | Links | |
|---|---|---|
| SigLIP2Vision Encoder=So400m, Text Encoder=SigLIP64, Zero-shot=true2026.02 | 9 | |
| PhenoLIPVision Encoder=ViT-B, Text Encoder=PubmedBert, Zero-shot=true2026.02 | 7.87 | |
| PMC-CLIPVision Encoder=ResNet50, Text Encoder=PubmedBert, Zero-shot=true2026.02 | 5.68 | |
| BIOMEDICAVision Encoder=ViT-L, Text Encoder=GPT2, Zero-shot=true2026.02 | 5.4 | |
| OpenCLIPVision Encoder=ViT-B, Text Encoder=GPT2, Zero-shot=true2026.02 | 4.52 | |
| BiomedCLIPVision Encoder=ViT-B, Text Encoder=PubmedBert, Zero-shot=true2026.02 | 4.23 | |
| CoCaVision Encoder=ViT-B, Text Encoder=GPT2, Zero-shot=true2026.02 | 3.39 |