Out Of Distribution Detection On Ade Ood
Metrics
AP
FPR@95
Results
Performance results of various models on this benchmark
Model Name | AP | FPR@95 | Paper Title | Repository |
|---|---|---|---|---|
| RbA | 66.82 | 82.42 | RbA: Segmenting Unknown Regions Rejected by All | |
| DOoD | 63.03 | 36.50 | Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | |
| cDNP | 62.35 | 39.20 | Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection | |
| GMMSeg | 47.6 | 43.5 | GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models |
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