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Benchmarks
Tile-level Classification on SkinCancer
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51.3
Weighted F1 Score
MR-PLIP
21.972
29.586
37.2
44.814
Apr 26, 2025
Weighted F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Weighted F1 Score
MR-PLIP
zero-shot=true, prompt...
2025.04
51.3
MR-PLIP
zero-shot=true, prompt...
2025.04
47.9
CPLIP
zero-shot=true, prompt...
2025.04
47.6
CONCH
zero-shot=true, prompt...
2025.04
46.2
CPLIP
zero-shot=true, prompt...
2025.04
45.1
MI-Zero
zero-shot=true, prompt...
2025.04
43.6
CONCH
zero-shot=true, prompt...
2025.04
43.3
QuiltNet
zero-shot=true, prompt...
2025.04
40.2
PLIP
zero-shot=true, prompt...
2025.04
39.3
MI-Zero
zero-shot=true, prompt...
2025.04
39.2
QuiltNet
zero-shot=true, prompt...
2025.04
36.7
PLIP
zero-shot=true, prompt...
2025.04
35.5
BioCLIP
zero-shot=true, prompt...
2025.04
32.2
BioCLIP
zero-shot=true, prompt...
2025.04
27.1
CLIP
zero-shot=true, prompt...
2025.04
25.6
CLIP
zero-shot=true, prompt...
2025.04
23.1
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