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Benchmarks
Subtyping prediction on TCGA-NSCLC 2 classes (test)
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98
Balanced Accuracy
DSMIL
40.696
55.573
70.45
85.327
May 19, 2024
Balanced Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
DSMIL
Supervision Type=Super...
2024.05
98
PANTHERAll + MLP
Supervision Type=Unsup...
2024.05
98
TransMIL
Supervision Type=Super...
2024.05
95.9
OT
Supervision Type=Unsup...
2024.05
95
ABMIL
Supervision Type=Super...
2024.05
94.9
ILRA
Supervision Type=Super...
2024.05
93.9
PANTHERAll + lin.
Supervision Type=Unsup...
2024.05
93.9
H2T
Supervision Type=Unsup...
2024.05
92.9
AttnMISL
Supervision Type=Super...
2024.05
88.8
PANTHERWA + lin.
Supervision Type=Unsup...
2024.05
88.8
PANTHERTop + lin.
Supervision Type=Unsup...
2024.05
85.7
PANTHERBot. + lin.
Supervision Type=Unsup...
2024.05
60.2
DeepSets
Supervision Type=Unsup...
2024.05
57.1
ProtoCounts
Supervision Type=Unsup...
2024.05
42.9
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