Anomaly Segmentation on Fishyscapes Static v1 (test)
0.82FPR95Mask2Anomaly
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mask2AnomalyArchitecture=Mask-Transformer2023.07 | 0.82 | — | 95.2 | |
| PEBEL2023.07 | 1.73 | — | 92.38 | |
| Dense Hybrid2023.07 | 5.95 | — | 80.23 | |
| Maximized Entropy2023.07 | 8.55 | — | 86.55 | |
| Outlier HeadRetrain=true2021.03 | 10.34 | 84.02 | — | |
| Learning Embedding2023.07 | 13.39 | — | 57.16 | |
| Bayesian DeepLabRetrain=true2021.03 | 15.5 | 48.7 | — | |
| Embedding DensityRetrain=false2021.03 | 17.43 | 62.14 | — | |
| OursRetrain=false2021.03 | 18.75 | 72.59 | — | |
| SynBoost2023.07 | 18.75 | — | 72.59 | |
| Void Classifier2023.07 | 19.4 | — | 4.5 | |
| SML2023.07 | 20.5 | — | 52.05 | |
| Image Resynthesis++Retrain=false2021.03 | 27.13 | 29.6 | — | |
| Image Resynthesis2023.07 | 27.13 | — | 29.6 | |
| Softmax EntropyRetrain=false2021.03 | 39.75 | 15.41 | — | |
| Entropy2023.07 | 39.75 | — | 15.4 | |
| Max Softmax2023.07 | 39.83 | — | 12.88 | |
| Dirichlet DeepLabRetrain=true2021.03 | 84.6 | 31.3 | — |