WRN 40-2 + OECC

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision3 results

Out-of-Distribution DetectiononCIFAR-100 vs CIFAR-10
AUPR· uses extra data· 2019-06-08
35.2
best: 100 (DHM)
SOTA
Outlier Exposure with Confidence Control for Out-of-Distribution Detection arXiv:1906.03509
Out-of-Distribution DetectiononCIFAR-100 vs CIFAR-10
AUROC· uses extra data· 2019-06-08
78.7
best: 100 (DHM)
SOTA
Outlier Exposure with Confidence Control for Out-of-Distribution Detection arXiv:1906.03509
Out-of-Distribution DetectiononCIFAR-100
FPR95· uses extra data· 2019-06-08
28.89
best: 62.66 (WRN 40-2 (MSP Baseline))
Outlier Exposure with Confidence Control for Out-of-Distribution Detection arXiv:1906.03509