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Benchmarks
Cancer Subtyping on CAMELYON (test)
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96.1
Accuracy
HistGen
80.5
84.55
88.6
92.65
Mar 8, 2024
Accuracy
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
HistGen
mode=fine-tuning
2024.03
96.1
99.6
AB-MIL
mode=fine-tuning
2024.03
95.1
98.8
MaxMIL
mode=fine-tuning
2024.03
94.6
97.9
TransMIL
mode=fine-tuning
2024.03
94.4
97.6
DTFD-MIL
mode=fine-tuning
2024.03
94.3
97.8
DS-MIL
mode=fine-tuning
2024.03
93.7
97.9
MeanMIL
mode=fine-tuning
2024.03
81.1
89.8
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