FlowEneDet

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.

Methodology4 results

Anomaly DetectiononFishyscapes
FPR95· 2023-05-16
21.58
SOTA
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow arXiv:2305.09610
Anomaly DetectiononFishyscapes
AP· 2023-05-16
67.8
best: 95.96 (RPL+CoroCL)
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow arXiv:2305.09610
Anomaly DetectiononFishyscapes L&F
AP· 2023-05-16
50.15
best: 69.8 (cDNP+OE)
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow arXiv:2305.09610
Anomaly DetectiononFishyscapes L&F
FPR95· 2023-05-16
5.2
best: 47.43 (Dirichlet DeepLab)
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow arXiv:2305.09610