Anomaly Detection on SMIYC (val)
7.18AnomalyTrack FPRRPL+CoroCL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RPL+CoroCLArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 7.18 | 88.55 | 0.09 | 96.91 | |
| Meta-OoDArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 17.43 | 80.13 | 0.41 | 94.14 | |
| SynboostArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 30.9 | 68.8 | 2.8 | 81.4 | |
| PEBALArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 36.74 | 53.1 | 7.92 | 10.45 | |
| DenseHybridArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 52.65 | 61.08 | 0.71 | 89.49 | |
| Maximum softmaxArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 60.2 | 40.4 | 3.8 | 43.4 | |
| SMLArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 84.13 | 21.68 | 91.31 | 18.6 | |
| MahalanobisArchitecture=DeepLabv3+, Backbone=WiderResNet382022.11 | 86.4 | 22.5 | 26.1 | 25.9 |