Tile-level Classification on LC25000 Colon
0.882Weighted F1 ScoreMR-PLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| MR-PLIPzero-shot=true, prompts ensembling=true2025.04 | 0.882 | |
| CONCHzero-shot=true, prompts ensembling=true2025.04 | 0.871 | |
| MI-Zerozero-shot=true, prompts ensembling=true2025.04 | 0.868 | |
| QuiltNetzero-shot=true, prompts ensembling=true2025.04 | 0.866 | |
| MR-PLIPzero-shot=true, prompts ensembling=false2025.04 | 0.851 | |
| CPLIPzero-shot=true, prompts ensembling=true2025.04 | 0.842 | |
| CONCHzero-shot=true, prompts ensembling=false2025.04 | 0.822 | |
| QuiltNetzero-shot=true, prompts ensembling=false2025.04 | 0.806 | |
| MI-Zerozero-shot=true, prompts ensembling=false2025.04 | 0.802 | |
| CPLIPzero-shot=true, prompts ensembling=false2025.04 | 0.791 | |
| PLIPzero-shot=true, prompts ensembling=true2025.04 | 0.578 | |
| PLIPzero-shot=true, prompts ensembling=false2025.04 | 0.524 | |
| BioCLIPzero-shot=true, prompts ensembling=true2025.04 | 0.453 | |
| BioCLIPzero-shot=true, prompts ensembling=false2025.04 | 0.403 | |
| CLIPzero-shot=true, prompts ensembling=true2025.04 | 0.402 | |
| CLIPzero-shot=true, prompts ensembling=false2025.04 | 0.351 |