Classification on SICAP v2
63.5AccuracyPathGen-CLIP-L
Evaluation Results
| Method | Links | |
|---|---|---|
| PathGen-CLIP-Lzero-shot=true2024.12 | 63.5 | |
| CPath-CLIPzero-shot=true2024.12 | 63.1 | |
| Patho–CLIP–Lmode=zero-shot2025.05 | 55.09 | |
| PathGen–CLIPmode=zero-shot2025.05 | 54.15 | |
| PathGen–CLIP–Lmode=zero-shot2025.05 | 53.39 | |
| PLIPmode=zero-shot2025.05 | 50.61 | |
| Patho–CLIP–Bmode=zero-shot2025.05 | 49.01 | |
| PathCLIPzero-shot=true2024.12 | 48.3 | |
| CONCHmode=zero-shot2025.05 | 47.36 | |
| MUSKmode=zero-shot2025.05 | 44.96 | |
| PLIPzero-shot=true2024.12 | 42.5 | |
| QuiltNetmode=zero-shot2025.05 | 41.85 | |
| PathCLIPmode=zero-shot2025.05 | 39.3 | |
| PubmedCLIPmode=zero-shot2025.05 | 39.07 | |
| QuiltNetzero-shot=true2024.12 | 37.3 | |
| BiomedCLIPzero-shot=true2024.12 | 32.2 | |
| OpenAI–CLIP–Bmode=zero-shot2025.05 | 25.68 | |
| OpenAI-CLIP-Lzero-shot=true2024.12 | 25.4 | |
| OpenAI–CLIP–Lmode=zero-shot2025.05 | 15.41 |