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Benchmarks
Biomarker prediction on HNSC HPV (test)
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100
AUPC
Rand
69.84
77.67
85.5
93.33
Jun 6, 2024
AUPC
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUPC
AUROC
Rand
MIL Model=TransMIL
2024.06
100
88
IG
MIL Model=TransMIL
2024.06
100
88
Rand
MIL Model=AttnMIL
2024.06
97
88
Attn
MIL Model=TransMIL
2024.06
95
88
Attn
MIL Model=AttnMIL
2024.06
94
88
Single
MIL Model=TransMIL
2024.06
92
88
GxI
MIL Model=TransMIL
2024.06
87
88
GxI
MIL Model=AttnMIL
2024.06
81
88
Single
MIL Model=AttnMIL
2024.06
78
88
IG
MIL Model=AttnMIL
2024.06
78
88
xMIL-LRP
MIL Model=TransMIL
2024.06
75
88
xMIL-LRP
MIL Model=AttnMIL
2024.06
71
88
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