Tile-level Classification on SkinCancer
51.3Weighted F1 ScoreMR-PLIP
Evaluation results
| Method | Links | |
|---|---|---|
| MR-PLIPzero-shot=true, prompts ensembling=true2025.04 | 51.3 | |
| MR-PLIPzero-shot=true, prompts ensembling=false2025.04 | 47.9 | |
| CPLIPzero-shot=true, prompts ensembling=false2025.04 | 47.6 | |
| CONCHzero-shot=true, prompts ensembling=true2025.04 | 46.2 | |
| CPLIPzero-shot=true, prompts ensembling=true2025.04 | 45.1 | |
| MI-Zerozero-shot=true, prompts ensembling=true2025.04 | 43.6 | |
| CONCHzero-shot=true, prompts ensembling=false2025.04 | 43.3 | |
| QuiltNetzero-shot=true, prompts ensembling=true2025.04 | 40.2 | |
| PLIPzero-shot=true, prompts ensembling=true2025.04 | 39.3 | |
| MI-Zerozero-shot=true, prompts ensembling=false2025.04 | 39.2 | |
| QuiltNetzero-shot=true, prompts ensembling=false2025.04 | 36.7 | |
| PLIPzero-shot=true, prompts ensembling=false2025.04 | 35.5 | |
| BioCLIPzero-shot=true, prompts ensembling=true2025.04 | 32.2 | |
| BioCLIPzero-shot=true, prompts ensembling=false2025.04 | 27.1 | |
| CLIPzero-shot=true, prompts ensembling=true2025.04 | 25.6 | |
| CLIPzero-shot=true, prompts ensembling=false2025.04 | 23.1 |