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Benchmarks
Mutation Prediction on TCGA-STAD
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74
FBXW7
Kather et al. [9]
45.92
53.21
60.5
67.79
May 13, 2022
FBXW7
MSI
TMB
BRAF
ALK
ERBB4
KRAS
PIK3CA
SMAD4
TP53
Updated 1mo ago
Evaluation Results
Method
Method
Links
FBXW7
MSI
TMB
BRAF
ALK
ERBB4
KRAS
PIK3CA
SMAD4
TP53
Kather et al. [9]
Prediction level=tile-...
2022.05
74
-
-
37
45
-
64
67
61
60
LA-MIL
Attention=local self-a...
2022.05
72
78
77
67
52
47
70
61
64
58
T-MIL
Attention=global self-...
2022.05
71
80
78
73
52
47
65
58
62
57
Fu et al. [6]
Prediction level=tile-...
2022.05
47
-
-
-
-
-
49
63
-
-
Kather et al. [10]
Prediction level=insta...
2022.05
-
81
-
-
-
-
-
-
-
-
Wang et al. [22]
Prediction level=insta...
2022.05
-
-
75
-
-
-
-
-
-
-
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