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Benchmarks
Diagnostic Classification on UBC-OCEAN
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81.78
Accuracy
GigaPath
-2.54632
19.34609
41.2385
63.13091
Dec 19, 2025
Dec 28, 2025
Jan 7, 2026
Jan 17, 2026
Jan 26, 2026
Feb 5, 2026
Feb 15, 2026
Accuracy
AUC
F1 Score
Macro AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
F1 Score
Macro AUC
GigaPath
2026.02
81.78
-
-
97.71
STAMP
2026.02
81.41
-
-
97.43
GPFM
2026.02
81.23
-
-
97.88
mSTAR
2026.02
80.67
-
-
97.64
UNI
2026.02
79.37
-
-
97.32
CONCH
2026.02
78.81
-
-
97.24
CHIEF
2026.02
77.51
-
-
96.09
PLIP
2026.02
69.15
-
-
94.53
MambaMIL+
Backbone=CONCH
2025.12
0.824
0.967
0.819
-
MambaMIL+
Backbone=PLIP
2025.12
0.759
0.947
0.756
-
MambaMIL+
Backbone=ResNet-50
2025.12
0.697
0.932
0.71
-
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