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Benchmarks
Histologic Grade Prediction on Histologic Grade (held-out set)
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78
F1 (weighted)
MOOZY
70.72
72.61
74.5
76.39
Mar 27, 2026
F1 (weighted)
Weighted ROC-AUC
Balanced Accuracy
Updated 19d ago
Evaluation Results
Method
Method
Links
F1 (weighted)
Weighted ROC-AUC
Balanced Accuracy
MOOZY
Evaluation Protocol=Fr...
2026.03
78
75
77
MOOZY
Evaluation Protocol=Fr...
2026.03
78
75
77
Giga Path
Evaluation Protocol=Fr...
2026.03
77
77
77
CONCH v1.5
Evaluation Protocol=Ag...
2026.03
76
76
75
MUSK
Evaluation Protocol=Ag...
2026.03
75
74
75
Madeleine
Evaluation Protocol=Fr...
2026.03
75
74
74
Backbone
Evaluation Protocol=Ag...
2026.03
74
73
74
UNI v2
Evaluation Protocol=Ag...
2026.03
74
73
75
PRISM
Evaluation Protocol=Fr...
2026.03
73
67
73
TITAN
Evaluation Protocol=Fr...
2026.03
73
71
73
Phikon v2
Evaluation Protocol=Ag...
2026.03
72
72
72
CHIEF
Evaluation Protocol=Fr...
2026.03
71
71
73
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