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Benchmarks
WSI Classification on LKS
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89.76
Accuracy
Random Feature Reconstruction (RFR)
58.8096
66.8448
74.88
82.9152
Jul 17, 2022
Accuracy
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
Random Feature Reconstruction (RFR)
K=4
2022.07
89.76
95.62
StreamingCNN
2022.07
89.27
96.52
Random Feature Reconstruction (RFR)
K=8
2022.07
88.29
96.33
CLAM-MB
2022.07
84.39
94.48
DSMIL
2022.07
83.9
93.28
ABMIL
2022.07
83.41
93.92
CLAM-SB
2022.07
82.93
94.46
GABMIL
2022.07
81.46
93.99
Max-pooling
Backbone=ResNet34, Poo...
2022.07
80.49
93.66
Avg-pooling
Backbone=ResNet34, Poo...
2022.07
60
90.86
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