WRN 40-2 + OE

Reported on 5 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Out-of-Distribution DetectiononCIFAR-10 vs CIFAR-100
AUPR· uses extra data· 2018-12-11
76.2
best: 100 (DHM)
SOTA
Deep Anomaly Detection with Outlier Exposure arXiv:1812.04606
Out-of-Distribution DetectiononCIFAR-10 vs CIFAR-100
AUROC· uses extra data· 2018-12-11
93.3
best: 100 (DHM)
SOTA
Deep Anomaly Detection with Outlier Exposure arXiv:1812.04606
Out-of-Distribution DetectiononCIFAR-10
AUROC· uses extra data· 2018-12-11
97.8
best: 100 (DHM)
SOTA
Deep Anomaly Detection with Outlier Exposure arXiv:1812.04606
Out-of-Distribution DetectiononCIFAR-100
FPR95· uses extra data· 2018-12-11
38.5
best: 62.66 (WRN 40-2 (MSP Baseline))
Deep Anomaly Detection with Outlier Exposure arXiv:1812.04606
Out-of-Distribution DetectiononCIFAR-10
FPR95· uses extra data· 2018-12-11
9.5
best: 34.94 (WRN 40-2 (MSP Baseline))
Deep Anomaly Detection with Outlier Exposure arXiv:1812.04606