DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-10DisCoPatchAUROC: 96.4FPR95: 18.9Latency, ms: 1.56
out-of-distribution-detection-on-imagenet-1k-11DisCoPatchAUROC: 94.4FPR95: 29.7Latency, ms: 1.56
out-of-distribution-detection-on-imagenet-1k-13DisCoPatchAUROC: 94.3FPR@95: 39.0Latency, ms: 1.56
out-of-distribution-detection-on-imagenet-1k-3DisCoPatchAUROC: 99.1FPR95: 3.6Latency, ms: 1.56