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Benchmarks
Subtyping prediction on CPTAC TCGA-NSCLC 2 classes (external test)
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90.6
Balanced Accuracy
PANTHERAll + MLP
55.552
64.651
73.75
82.849
May 19, 2024
Balanced Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
PANTHERAll + MLP
Supervision Type=Unsup...
2024.05
90.6
ABMIL
Supervision Type=Super...
2024.05
90.4
ILRA
Supervision Type=Super...
2024.05
88.7
PANTHERAll + lin.
Supervision Type=Unsup...
2024.05
88.2
TransMIL
Supervision Type=Super...
2024.05
86.7
OT
Supervision Type=Unsup...
2024.05
86.7
PANTHERWA + lin.
Supervision Type=Unsup...
2024.05
86
PANTHERTop + lin.
Supervision Type=Unsup...
2024.05
83.3
AttnMISL
Supervision Type=Super...
2024.05
82.3
H2T
Supervision Type=Unsup...
2024.05
82.1
DSMIL
Supervision Type=Super...
2024.05
79.1
DeepSets
Supervision Type=Unsup...
2024.05
70.7
PANTHERBot. + lin.
Supervision Type=Unsup...
2024.05
70.5
ProtoCounts
Supervision Type=Unsup...
2024.05
56.9
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