Anomaly Detection on Fishyscapes (val)
0.85Static FPRRPL+CoroCL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RPL+CoroCLArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 0.85 | 92.46 | 2.52 | 70.61 | |
| PEBALArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 1.52 | 92.08 | 4.76 | 58.81 | |
| DenseHybridArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 4.17 | 76.23 | 5.09 | 69.79 | |
| MahalanobisArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 11.7 | 27.37 | 11.24 | 56.57 | |
| SMLArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 12.14 | 66.72 | 33.49 | 22.74 | |
| Meta-OoDArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 13.57 | 72.91 | 37.69 | 41.31 | |
| Maximum softmaxArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 23.31 | 26.77 | 10.36 | 40.34 | |
| SynboostArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 25.59 | 66.44 | 31.02 | 60.58 |