Tile-level Classification on DigestPath
93.5Weighted F1 ScoreMR-PLIP
Evaluation results
| Method | Links | |
|---|---|---|
| MR-PLIPzero-shot=true, prompts ensembling=true2025.04 | 93.5 | |
| CPLIPzero-shot=true, prompts ensembling=true2025.04 | 90.7 | |
| CONCHzero-shot=true, prompts ensembling=true2025.04 | 90.6 | |
| MI-Zerozero-shot=true, prompts ensembling=true2025.04 | 90.2 | |
| MR-PLIPzero-shot=true, prompts ensembling=false2025.04 | 90.2 | |
| QuiltNetzero-shot=true, prompts ensembling=true2025.04 | 89.1 | |
| CONCHzero-shot=true, prompts ensembling=false2025.04 | 86.6 | |
| MI-Zerozero-shot=true, prompts ensembling=false2025.04 | 86.1 | |
| CPLIPzero-shot=true, prompts ensembling=false2025.04 | 86.1 | |
| PLIPzero-shot=true, prompts ensembling=true2025.04 | 83.1 | |
| QuiltNetzero-shot=true, prompts ensembling=false2025.04 | 80.3 | |
| PLIPzero-shot=true, prompts ensembling=false2025.04 | 78.2 | |
| BioCLIPzero-shot=true, prompts ensembling=true2025.04 | 50.1 | |
| BioCLIPzero-shot=true, prompts ensembling=false2025.04 | 42.2 | |
| CLIPzero-shot=true, prompts ensembling=true2025.04 | 15.1 | |
| CLIPzero-shot=true, prompts ensembling=false2025.04 | 12.3 |