OpenCodePapers

out-of-distribution-detection-on-ms-1m-vs-ijb

Out-of-Distribution Detection
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PaperCodeAUROCModelNameReleaseDate
Feature Space Singularity for Out-of-Distribution Detection✓ Link86.7ResNeXt50 + FSSD2020-11-30
A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks✓ Link82.5ResNeXt 50 + Maha distance2018-07-10
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks✓ Link61.3ResNeXt 50 + ODIN2017-06-08
Outlier Exposure with Confidence Control for Out-of-Distribution Detection✓ Link52.6ResNeXt 50 + OE2019-06-08