Anomaly Segmentation on Fishyscapes Lost & Found v1 (test)
3.97FPR95Dense Hybrid
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Dense Hybrid2023.07 | 3.97 | — | 47.06 | |
| Mask2AnomalyArchitecture=Mask-Transformer2023.07 | 4.36 | — | 46.04 | |
| PEBEL2023.07 | 7.58 | — | 44.17 | |
| OursRetrain=false2021.03 | 15.79 | 43.22 | — | |
| SynBoost2023.07 | 15.79 | — | 43.22 | |
| SML2023.07 | 21.9 | — | 31.67 | |
| Void Classifier2023.07 | 22.11 | — | 10.29 | |
| Outlier HeadRetrain=true2021.03 | 22.18 | 30.92 | — | |
| Embedding DensityRetrain=false2021.03 | 24.36 | 4.65 | — | |
| Learning Embedding2023.07 | 24.36 | — | 4.65 | |
| Maximized Entropy2023.07 | 35.14 | — | 29.96 | |
| Bayesian DeepLabRetrain=true2021.03 | 38.46 | 9.81 | — | |
| Softmax EntropyRetrain=false2021.03 | 44.83 | 2.93 | — | |
| Entropy2023.07 | 44.83 | — | 2.93 | |
| Max Softmax2023.07 | 44.85 | — | 1.77 | |
| Dirichlet DeepLabRetrain=true2021.03 | 47.43 | 34.28 | — | |
| Image Resynthesis++Retrain=false2021.03 | 48.05 | 5.7 | — | |
| Image Resynthesis2023.07 | 48.05 | — | 5.7 |