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Probabilistic Regression on Synthetic Manifold (test)
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99.8
AUROC
DiFlo
54.768
66.459
78.15
89.841
Feb 13, 2026
AUROC
FPR
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
FPR
MSE
DiFlo
Algorithm=DiFlo (Ours)
2026.02
99.8
3.45
0.0007
DiFlo w/o L_curve
Loss configuration=w/o...
2026.02
93.1
20.69
0.0005
DiFlo w/o L_repel
Loss configuration=w/o...
2026.02
71.1
10.45
0.0007
DiFlo w/ random noise
Negative mining=Random...
2026.02
66.2
90.45
0.0007
FM-DOT
Algorithm=FM-DOT
2026.02
60.2
92.34
0.0006
FM-Likelihood
Algorithm=FM-Likelihood
2026.02
56.5
93.32
0.0006
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