ZODE-KNN

Reported on 4 benchmarks across 1 task · 1 paper · 1 SOTA

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

Computer Vision4 results

Out-of-Distribution DetectiononCIFAR-10 vs CIFAR-100
FPR95· 2022-12-24
18.29
SOTA
Boosting Out-of-Distribution Detection with Multiple Pre-trained Models arXiv:2212.12720
Out-of-Distribution DetectiononCIFAR-10 vs CIFAR-100
AUROC· 2022-12-24
97.12
best: 100 (DHM)
Boosting Out-of-Distribution Detection with Multiple Pre-trained Models arXiv:2212.12720
Out-of-Distribution DetectiononCIFAR-10
AUROC· 2022-12-24
99.12
best: 100 (DHM)
Boosting Out-of-Distribution Detection with Multiple Pre-trained Models arXiv:2212.12720
Out-of-Distribution DetectiononCIFAR-10
FPR95· 2022-12-24
3.83
best: 34.94 (WRN 40-2 (MSP Baseline))
Boosting Out-of-Distribution Detection with Multiple Pre-trained Models arXiv:2212.12720