WSI-level Classification on CAMELYON 16
66.4F1 (Weighted)MR-PLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| MR-PLIPzero-shot=true, prompts ensembling=true2025.04 | 66.4 | |
| CPLIPzero-shot=true, prompts ensembling=true2025.04 | 63.2 | |
| MR-PLIPzero-shot=true, prompts ensembling=false2025.04 | 63.2 | |
| CPLIPzero-shot=true, prompts ensembling=false2025.04 | 58.7 | |
| QuiltNetzero-shot=true, prompts ensembling=true2025.04 | 56.2 | |
| CONCHzero-shot=true, prompts ensembling=true2025.04 | 53.8 | |
| MI-Zerozero-shot=true, prompts ensembling=true2025.04 | 52.2 | |
| QuiltNetzero-shot=true, prompts ensembling=false2025.04 | 50.4 | |
| CONCHzero-shot=true, prompts ensembling=false2025.04 | 47.6 | |
| MI-Zerozero-shot=true, prompts ensembling=false2025.04 | 46.1 | |
| PLIPzero-shot=true, prompts ensembling=false2025.04 | 44.2 | |
| PLIPzero-shot=true, prompts ensembling=true2025.04 | 41.6 | |
| BioCLIPzero-shot=true, prompts ensembling=true2025.04 | 40.2 | |
| BioCLIPzero-shot=true, prompts ensembling=false2025.04 | 37.7 | |
| CLIPzero-shot=true, prompts ensembling=false2025.04 | 19.8 | |
| CLIPzero-shot=true, prompts ensembling=true2025.04 | 17.5 |