Watermarking for Out-of-distribution Detection

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-vs-placesWatermarking (WRN-40-2 w/ MSP)#19FPR95: 70.59AUROC: 82.03
out-of-distribution-detection-on-imagenet-1k-vs-placesWatermarking (WRN-40-2 w/ Energy)#20FPR95: 71.85AUROC: 79.85
out-of-distribution-detection-on-imagenet-1k-vs-texturesWatermarking (WRN-40-2 w/ MSP)#24AUROC: 84.00FPR95: 61.2
out-of-distribution-detection-on-imagenet-1k-vs-texturesWatermarking (WRN-40-2 w/ Energy)#26AUROC: 80.80FPR95: 67.75