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Benchmarks
Whole Slide Image Classification on TCGA-LUAD
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69.01
Accuracy
CLAM MB
53.2852
57.3676
61.45
65.5324
Jun 27, 2023
Accuracy
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
CLAM MB
Number of parameters=7...
2023.06
69.01
0.7573
Ours (Structured State Space Models)
state dimension=128
2023.06
68.79
0.7304
CLAM SB
Number of parameters=7...
2023.06
68.59
0.7459
TransMIL
Number of parameters=2...
2023.06
63.48
0.7015
Max-pooling
Number of parameters=1...
2023.06
63.28
0.6686
Mean-pooling
Number of parameters=1...
2023.06
62.61
0.6735
Transformer
Number of parameters=1...
2023.06
57.74
0.6214
LSTM
Number of parameters=7...
2023.06
53.89
0.5208
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