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Benchmarks
Out-of-Distribution Detection on MNIST vs Fashion-MNIST (1000-tasks Permuted)
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100
OOD Detection AUC
BiMU
-4
23
50
77
May 28, 2026
OOD Detection AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
OOD Detection AUC
BiMU
Weight precision=Binar...
2026.05
100
BiMU
Weight Type=Binary, Ta...
2026.05
99
SGD
Weight precision=Real-...
2026.05
98
SI
Weight precision=Real-...
2026.05
96
MESU
Weight Type=Real-value...
2026.05
95
SGD
Weight Type=Real-value...
2026.05
87
MESU
Weight precision=Real-...
2026.05
86
BAYESBINN
Weight precision=Binar...
2026.05
80
STE
Weight Type=Binary, Ta...
2026.05
69
EWC O.
Weight Type=Real-value...
2026.05
66
SI
Weight Type=Real-value...
2026.05
66
STE
Weight precision=Binar...
2026.05
61
BayesBiNN
Weight Type=Binary, Ta...
2026.05
57
EWC O.
Weight precision=Real-...
2026.05
44
SYN. META.
Weight precision=Binar...
2026.05
0
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