Out Of Distribution Detection On Ms 1M Vs Ijb
Metriken
AUROC
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Modellname | AUROC | Paper Title | Repository |
|---|---|---|---|
| ResNeXt 50 + ODIN | 61.3 | Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks | |
| ResNeXt 50 + Maha distance | 82.5 | A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks | |
| ResNeXt50 + FSSD | 86.7 | Feature Space Singularity for Out-of-Distribution Detection | |
| ResNeXt 50 + OE | 52.6 | Outlier Exposure with Confidence Control for Out-of-Distribution Detection |
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