Tile-level Classification on Databiox
0.532Weighted F1 ScoreMR-PLIP
Evaluation results
| Method | Links | |
|---|---|---|
| MR-PLIPzero-shot=true, prompts ensembling=true2025.04 | 0.532 | |
| MR-PLIPzero-shot=true, prompts ensembling=false2025.04 | 0.498 | |
| CPLIPzero-shot=true, prompts ensembling=true2025.04 | 0.487 | |
| CONCHzero-shot=true, prompts ensembling=true2025.04 | 0.473 | |
| CPLIPzero-shot=true, prompts ensembling=false2025.04 | 0.462 | |
| MI-Zerozero-shot=true, prompts ensembling=true2025.04 | 0.458 | |
| QuiltNetzero-shot=true, prompts ensembling=true2025.04 | 0.433 | |
| CONCHzero-shot=true, prompts ensembling=false2025.04 | 0.416 | |
| MI-Zerozero-shot=true, prompts ensembling=false2025.04 | 0.401 | |
| QuiltNetzero-shot=true, prompts ensembling=false2025.04 | 0.397 | |
| PLIPzero-shot=true, prompts ensembling=true2025.04 | 0.384 | |
| PLIPzero-shot=true, prompts ensembling=false2025.04 | 0.331 | |
| BioCLIPzero-shot=true, prompts ensembling=true2025.04 | 0.286 | |
| BioCLIPzero-shot=true, prompts ensembling=false2025.04 | 0.231 | |
| CLIPzero-shot=true, prompts ensembling=true2025.04 | 0.162 | |
| CLIPzero-shot=true, prompts ensembling=false2025.04 | 0.121 |