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Benchmarks
Multiple Instance Learning classification on Eight Pathology Tasks (held-out)
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80.1
Weighted F1 Score
MOOZY
71.156
73.478
75.8
78.122
Mar 27, 2026
Weighted F1 Score
Weighted ROC-AUC
Balanced Accuracy
Updated 19d ago
Evaluation Results
Method
Method
Links
Weighted F1 Score
Weighted ROC-AUC
Balanced Accuracy
MOOZY
Aggregation=Average ov...
2026.03
80.1
81.5
75.8
CONCH v1.5
Aggregation=Average ov...
2026.03
74.6
75.1
69.6
Backbone
Aggregation=Average ov...
2026.03
73.3
73.5
68.6
MUSK
Aggregation=Average ov...
2026.03
72.9
72.5
67.9
UNI v2
Aggregation=Average ov...
2026.03
71.6
71.9
66
Phikon v2
Aggregation=Average ov...
2026.03
71.5
72.4
65.4
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