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Subtyping prediction on EBRAINS 12 classes coarse (test)
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85.4
Balanced Accuracy
PANTHERAll + MLP
5.112
25.956
46.8
67.644
May 19, 2024
Balanced Accuracy
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
F1 Score
PANTHERAll + MLP
Supervision Type=Unsup...
2024.05
85.4
90.8
TransMIL
Supervision Type=Super...
2024.05
84.8
92.1
OT
Supervision Type=Unsup...
2024.05
83.7
91.5
ABMIL
Supervision Type=Super...
2024.05
83.4
90.6
PANTHERAll + lin.
Supervision Type=Unsup...
2024.05
82.9
90.4
DSMIL
Supervision Type=Super...
2024.05
82.4
88.2
ILRA
Supervision Type=Super...
2024.05
82
89.6
AttnMISL
Supervision Type=Super...
2024.05
64.7
82.3
PANTHERWA + lin.
Supervision Type=Unsup...
2024.05
56.9
78.4
PANTHERTop + lin.
Supervision Type=Unsup...
2024.05
55.4
75.8
H2T
Supervision Type=Unsup...
2024.05
18.1
42.1
PANTHERBot. + lin.
Supervision Type=Unsup...
2024.05
13.8
32.9
ProtoCounts
Supervision Type=Unsup...
2024.05
9.7
7.9
DeepSets
Supervision Type=Unsup...
2024.05
8.2
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