WRN 40-2 (MSP Baseline)

Reported on 5 benchmarks across 1 task · 2 papers · 4 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-100
FPR95· 2018-12-11
62.66
SOTA
Deep Anomaly Detection with Outlier Exposure arXiv:1812.04606
Out-of-Distribution DetectiononCIFAR-10
FPR95· 2018-12-11
34.94
SOTA
Deep Anomaly Detection with Outlier Exposure arXiv:1812.04606
Out-of-Distribution DetectiononCIFAR-10 vs CIFAR-100
AUPR· 2016-10-07
55.8
best: 100 (DHM)
SOTA
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks arXiv:1610.02136
Out-of-Distribution DetectiononCIFAR-10 vs CIFAR-100
AUROC· 2016-10-07
87.9
best: 100 (DHM)
SOTA
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks arXiv:1610.02136
Out-of-Distribution DetectiononCIFAR-10
AUROC· 2018-12-11
97.8
best: 100 (DHM)
Deep Anomaly Detection with Outlier Exposure arXiv:1812.04606