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Multi-Instance Learning TPAUC Maximization on Lung (test)
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0.865
Mean TPAUC
SONT (att)
0.2982
0.44535
0.5925
0.73965
Oct 5, 2023
Mean TPAUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean TPAUC
SONT (att)
(TPR lower bound, FPR...
2023.10
0.865
SOTAS (att)
(TPR lower bound, FPR...
2023.10
0.841
MIDAM (smx)
(TPR lower bound, FPR...
2023.10
0.824
MIDAM (att)
(TPR lower bound, FPR...
2023.10
0.815
SONT (att)
(TPR lower bound, FPR...
2023.10
0.779
SOTAS (att)
(TPR lower bound, FPR...
2023.10
0.745
AUC-M (att)
(TPR lower bound, FPR...
2023.10
0.744
MIDAM (att)
(TPR lower bound, FPR...
2023.10
0.716
MIDAM (smx)
(TPR lower bound, FPR...
2023.10
0.68
SONT (att)
(TPR lower bound, FPR...
2023.10
0.639
AUC-M (att)
(TPR lower bound, FPR...
2023.10
0.609
MIDAM (att)
(TPR lower bound, FPR...
2023.10
0.544
SOTAS (att)
(TPR lower bound, FPR...
2023.10
0.539
MIDAM (smx)
(TPR lower bound, FPR...
2023.10
0.43
AUC-M (att)
(TPR lower bound, FPR...
2023.10
0.32
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