WSI-level Classification on CAMELYON 17
58.1F1 (Weighted)MR-PLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| MR-PLIPzero-shot=true, prompts ensembling=true2025.04 | 58.1 | |
| MR-PLIPzero-shot=true, prompts ensembling=false2025.04 | 54.8 | |
| CPLIPzero-shot=true, prompts ensembling=true2025.04 | 51.8 | |
| CONCHzero-shot=true, prompts ensembling=true2025.04 | 50.1 | |
| QuiltNetzero-shot=true, prompts ensembling=true2025.04 | 48.9 | |
| CPLIPzero-shot=true, prompts ensembling=false2025.04 | 47.3 | |
| MI-Zerozero-shot=true, prompts ensembling=true2025.04 | 45.5 | |
| QuiltNetzero-shot=true, prompts ensembling=false2025.04 | 44.6 | |
| CONCHzero-shot=true, prompts ensembling=false2025.04 | 44.1 | |
| MI-Zerozero-shot=true, prompts ensembling=false2025.04 | 42.1 | |
| PLIPzero-shot=true, prompts ensembling=true2025.04 | 40.1 | |
| PLIPzero-shot=true, prompts ensembling=false2025.04 | 38.6 | |
| BioCLIPzero-shot=true, prompts ensembling=false2025.04 | 32.2 | |
| BioCLIPzero-shot=true, prompts ensembling=true2025.04 | 28.7 | |
| CLIPzero-shot=true, prompts ensembling=true2025.04 | 17.1 | |
| CLIPzero-shot=true, prompts ensembling=false2025.04 | 14.3 |