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Benchmarks
Classification on DMNIST-LT rho = 0.01 (test)
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69.42
Test Accuracy
MoDEX
37.492
45.781
54.07
62.359
May 25, 2026
Test Accuracy
Updated 8d ago
Evaluation Results
Method
Method
Links
Test Accuracy
MoDEX
rho=0.01
2026.05
69.42
MoDEX
UQ Type=single-pass, A...
2026.05
69.42
F-EDL
rho=0.01
2026.05
67.2
R-EDL
rho=0.01
2026.05
66.65
DAEDL
rho=0.01
2026.05
66.11
Re-EDL
rho=0.01
2026.05
64.91
I-EDL
rho=0.01
2026.05
59.69
DDU
UQ Type=single-pass, A...
2026.05
54.47
Density-Softmax
UQ Type=single-pass, A...
2026.05
49.42
EDL
rho=0.01
2026.05
38.72
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