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ResearchFormerly WizWand

OOD detection on Superconductivity (test)

0.887AU-ROC (AU)MoNIG
0.469960.578230.68650.79477Nov 11, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MoNIGModality=AllMod, Noise ε=0.52021.110.8870.546
MoNIGModality=Mod2, Noise ε=0.52021.110.8580.539
MoNIGModality=Mod2, Noise ε=0.12021.110.8390.577
MoNIGModality=AllMod, Noise ε=0.12021.110.8380.584
MoNIGModality=RandMod, Noise ε=0.52021.110.8120.539
MoNIGModality=Mod1, Noise ε=0.52021.110.7820.551
MoNIGModality=RandMod, Noise ε=0.12021.110.6990.549
MoNIGModality=Mod1, Noise ε=0.12021.110.5860.536
Gaussian (GS)Modality=AllMod, Noise ε=0.52021.110.5180.518
Gaussian (GS)Modality=Mod2, Noise ε=0.52021.110.5120.512
Gaussian (GS)Modality=Mod1, Noise ε=0.52021.110.5110.511
Evidential (EVD)Modality=AllMod, Noise ε=0.12021.110.5090.484
Gaussian (GS)Modality=RandMod, Noise ε=0.52021.110.5080.508
Evidential (EVD)Modality=Mod2, Noise ε=0.12021.110.5070.486
Gaussian (GS)Modality=AllMod, Noise ε=0.12021.110.5070.507
Evidential (EVD)Modality=Mod2, Noise ε=0.52021.110.5060.439
Gaussian (GS)Modality=Mod1, Noise ε=0.12021.110.5030.503
Evidential (EVD)Modality=Mod1, Noise ε=0.12021.110.5030.494
Gaussian (GS)Modality=Mod2, Noise ε=0.12021.110.5030.503
Gaussian (GS)Modality=RandMod, Noise ε=0.12021.110.5020.502
Evidential (EVD)Modality=RandMod, Noise ε=0.12021.110.5020.488
Evidential (EVD)Modality=AllMod, Noise ε=0.52021.110.4940.424
Evidential (EVD)Modality=RandMod, Noise ε=0.52021.110.4920.426
Evidential (EVD)Modality=Mod1, Noise ε=0.52021.110.4860.424