Deep Anomaly Detection with Outlier Exposure

Benchmark Model Rank Results
out-of-distribution-detection-on-cifar-10WRN 40-2 + OE#7AUROC: 97.8FPR95: 9.50
out-of-distribution-detection-on-cifar-10WRN 40-2 (MSP Baseline)#8AUROC: 97.8FPR95: 34.94
out-of-distribution-detection-on-cifar-10-vsWRN 40-2 + OE#8AUROC: 93.3AUPR: 76.2
out-of-distribution-detection-on-cifar-100WRN 40-2 + OE#3FPR95: 38.50
out-of-distribution-detection-on-cifar-100WRN 40-2 (MSP Baseline)#4FPR95: 62.66
out-of-distribution-detection-on-cifar-100-vs-8OE#4AUROC: 86.9