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Benchmarks
Whole Slide Image Classification on Average (CAMELYON16, TCGA-LUAD, TCGA-RCC)
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81.74
Accuracy
Ours (Structured State Space Models)
56.884
63.337
69.79
76.243
Jun 27, 2023
Accuracy
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
Ours (Structured State Space Models)
state dimension=128
2023.06
81.74
85.58
CLAM MB
Number of parameters=7...
2023.06
80.44
86.32
TransMIL
Number of parameters=2...
2023.06
80.34
85.08
CLAM SB
Number of parameters=7...
2023.06
79.41
85.32
Max-pooling
Number of parameters=1...
2023.06
74.03
78.5
Mean-pooling
Number of parameters=1...
2023.06
69.46
73.86
Transformer
Number of parameters=1...
2023.06
63.75
68.54
LSTM
Number of parameters=7...
2023.06
57.84
60.38
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