Tile-level Classification on RenalCell
0.568Weighted Avg F1MR-PLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| MR-PLIPzero-shot=true, prompts ensembling=true2025.04 | 0.568 | |
| MR-PLIPzero-shot=true, prompts ensembling=false2025.04 | 0.531 | |
| CPLIPzero-shot=true, prompts ensembling=true2025.04 | 0.522 | |
| CONCHzero-shot=true, prompts ensembling=true2025.04 | 0.512 | |
| MI-Zerozero-shot=true, prompts ensembling=true2025.04 | 0.503 | |
| QuiltNetzero-shot=true, prompts ensembling=true2025.04 | 0.503 | |
| CPLIPzero-shot=true, prompts ensembling=false2025.04 | 0.491 | |
| QuiltNetzero-shot=true, prompts ensembling=false2025.04 | 0.487 | |
| CONCHzero-shot=true, prompts ensembling=false2025.04 | 0.467 | |
| MI-Zerozero-shot=true, prompts ensembling=false2025.04 | 0.455 | |
| PLIPzero-shot=true, prompts ensembling=true2025.04 | 0.353 | |
| PLIPzero-shot=true, prompts ensembling=false2025.04 | 0.314 | |
| BioCLIPzero-shot=true, prompts ensembling=true2025.04 | 0.244 | |
| BioCLIPzero-shot=true, prompts ensembling=false2025.04 | 0.219 | |
| CLIPzero-shot=true, prompts ensembling=true2025.04 | 0.2 | |
| CLIPzero-shot=true, prompts ensembling=false2025.04 | 0.176 |