Tile-level Classification on Osteo
0.656Weighted F1 ScoreMR-PLIP
Evaluation results
| Method | Links | |
|---|---|---|
| MR-PLIPzero-shot=true, prompts ensembling=true2025.04 | 0.656 | |
| MR-PLIPzero-shot=true, prompts ensembling=false2025.04 | 0.606 | |
| QuiltNetzero-shot=true, prompts ensembling=true2025.04 | 0.581 | |
| CPLIPzero-shot=true, prompts ensembling=true2025.04 | 0.58 | |
| CONCHzero-shot=true, prompts ensembling=true2025.04 | 0.577 | |
| CPLIPzero-shot=true, prompts ensembling=false2025.04 | 0.544 | |
| CONCHzero-shot=true, prompts ensembling=false2025.04 | 0.535 | |
| MI-Zerozero-shot=true, prompts ensembling=true2025.04 | 0.531 | |
| QuiltNetzero-shot=true, prompts ensembling=false2025.04 | 0.521 | |
| MI-Zerozero-shot=true, prompts ensembling=false2025.04 | 0.498 | |
| PLIPzero-shot=true, prompts ensembling=true2025.04 | 0.452 | |
| PLIPzero-shot=true, prompts ensembling=false2025.04 | 0.409 | |
| BioCLIPzero-shot=true, prompts ensembling=true2025.04 | 0.371 | |
| BioCLIPzero-shot=true, prompts ensembling=false2025.04 | 0.326 | |
| CLIPzero-shot=true, prompts ensembling=true2025.04 | 0.302 | |
| CLIPzero-shot=true, prompts ensembling=false2025.04 | 0.244 |