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Histopathology classification on Camelyon16 (test)
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95.77
Balanced Accuracy
Prov-GigaPath
74.3252
79.8926
85.46
91.0274
Feb 10, 2026
Balanced Accuracy
Accuracy
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
Accuracy
AUC
Prov-GigaPath
Encoder=Prov-GigaPath,...
2026.02
95.77
96.38
97.33
UNI2-h
Encoder=UNI2-h, MIL Fr...
2026.02
95.56
96.12
99.36
Prov-GigaPath
Encoder=Prov-GigaPath,...
2026.02
94.69
95.86
97.57
UNI2-h
Encoder=UNI2-h, MIL Fr...
2026.02
94.61
95.61
97.82
WeakSupCon
Encoder=WeakSupCon, MI...
2026.02
93.18
94.31
96.99
WeakSupCon
Encoder=WeakSupCon, MI...
2026.02
92.65
94.31
96.94
ImageNet
Encoder=ImageNet pretr...
2026.02
80.34
83.46
85.3
ImageNet
Encoder=ImageNet pretr...
2026.02
75.15
80.62
75.99
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