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Models/Wide ResNet 40x2

Wide ResNet 40x2

Reported on 5 benchmarks across 1 task · 2 papers · 3 SOTA

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

Computer Vision7 results

Out-of-Distribution DetectiononCIFAR10
AUROC· 2022-04-06
99.3
SOTA
RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection arXiv:2204.02553
Out-of-Distribution DetectiononCIFAR-100
AUROC· uses extra data· 2021-05-15
97.7
SOTA
An Effective Baseline for Robustness to Distributional Shift arXiv:2105.07107
Out-of-Distribution DetectiononCIFAR-10
AUROC· uses extra data· 2021-05-15
99.9
best: 100 (DHM)
SOTA
An Effective Baseline for Robustness to Distributional Shift arXiv:2105.07107
Out-of-Distribution DetectiononCIFAR-10
AUROC· 2022-04-06
99.43
best: 100 (DHM)
RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection arXiv:2204.02553
Out-of-Distribution DetectiononCIFAR-10
FPR95· 2022-04-06
3.87
best: 34.94 (WRN 40-2 (MSP Baseline))
RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection arXiv:2204.02553
Out-of-Distribution DetectiononCIFAR-100
FPR95· uses extra data· 2021-05-15
23.4
best: 62.66 (WRN 40-2 (MSP Baseline))
An Effective Baseline for Robustness to Distributional Shift arXiv:2105.07107
Out-of-Distribution DetectiononCIFAR-10
FPR95· uses extra data· 2021-05-15
2
best: 34.94 (WRN 40-2 (MSP Baseline))
An Effective Baseline for Robustness to Distributional Shift arXiv:2105.07107