Tile-level Classification on LC25000 Lung
85.3F1 Score (Weighted)MR-PLIP
Evaluation results
| Method | Links | |
|---|---|---|
| MR-PLIPzero-shot=true, prompts ensembling=true2025.04 | 85.3 | |
| MR-PLIPzero-shot=true, prompts ensembling=false2025.04 | 82.4 | |
| CONCHzero-shot=true, prompts ensembling=true2025.04 | 80.5 | |
| MI-Zerozero-shot=true, prompts ensembling=true2025.04 | 80.2 | |
| CPLIPzero-shot=true, prompts ensembling=true2025.04 | 80 | |
| QuiltNetzero-shot=true, prompts ensembling=true2025.04 | 78.1 | |
| CPLIPzero-shot=true, prompts ensembling=false2025.04 | 75.2 | |
| CONCHzero-shot=true, prompts ensembling=false2025.04 | 73.5 | |
| QuiltNetzero-shot=true, prompts ensembling=false2025.04 | 73 | |
| MI-Zerozero-shot=true, prompts ensembling=false2025.04 | 71.6 | |
| PLIPzero-shot=true, prompts ensembling=true2025.04 | 55.8 | |
| PLIPzero-shot=true, prompts ensembling=false2025.04 | 50.2 | |
| BioCLIPzero-shot=true, prompts ensembling=true2025.04 | 43.1 | |
| BioCLIPzero-shot=true, prompts ensembling=false2025.04 | 40.2 | |
| CLIPzero-shot=true, prompts ensembling=true2025.04 | 36.1 | |
| CLIPzero-shot=true, prompts ensembling=false2025.04 | 32.1 |