Classification on LC-Colon
100AccuracyCPath-CLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| CPath-CLIPzero-shot=true2024.12 | 100 | |
| PathGen-CLIP-Lzero-shot=true2024.12 | 99.3 | |
| Patho–CLIP–Bmode=zero-shot2025.05 | 98.6 | |
| MUSKmode=zero-shot2025.05 | 98.54 | |
| PathGen–CLIP–Lmode=zero-shot2025.05 | 98.3 | |
| PathGen-CLIPZero-shot=true2026.01 | 97.5 | |
| Patho–CLIP–Lmode=zero-shot2025.05 | 97.48 | |
| CONCHmode=zero-shot2025.05 | 97.35 | |
| PathGen–CLIPmode=zero-shot2025.05 | 96.44 | |
| PathCLIPmode=zero-shot2025.05 | 96.29 | |
| PubmedCLIPmode=zero-shot2025.05 | 95.66 | |
| ReinPathZero-shot=true2026.01 | 95.2 | |
| PathCLIPzero-shot=true2024.12 | 94.3 | |
| BiomedCLIPzero-shot=true2024.12 | 94.3 | |
| PathCLIPZero-shot=true2026.01 | 94.3 | |
| QuiltNetzero-shot=true2024.12 | 91 | |
| PLIPzero-shot=true2024.12 | 90.2 | |
| PLIPZero-shot=true2026.01 | 87 | |
| OpenAI-CLIP-Lzero-shot=true2024.12 | 81.1 | |
| PLIPmode=zero-shot2025.05 | 78.38 | |
| OpenAI CLIPZero-shot=true2026.01 | 75.7 | |
| OpenAI–CLIP–Lmode=zero-shot2025.05 | 70.25 | |
| OpenAI–CLIP–Bmode=zero-shot2025.05 | 67.78 | |
| QuiltNetmode=zero-shot2025.05 | 58.15 | |
| Quilt-LLaVAZero-shot=true2026.01 | 44 |