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ResearchFormerly WizWand

Out-of-Distribution Detection on MS-1M vs. IJB-C

0.867AUROCFSSD
0.512360.604430.69650.78857Nov 30, 2020
Updated 8mo ago

Evaluation results

MethodLinks
FSSDArchitecture=ResNeXt502020.110.8670.8610.221
MahaArchitecture=ResNeXt502020.110.8250.8060.296
MCDArchitecture=ResNeXt502020.110.6550.5940.588
DEArchitecture=ResNeXt502020.110.630.5610.567
ODINArchitecture=ResNeXt502020.110.6130.5590.594
BaseArchitecture=ResNeXt502020.110.60.5330.618
OEArchitecture=ResNeXt502020.110.5260.4660.642