Anomaly Segmentation on Fishyscapes LostAndFound (leaderboard)
0.4417APPEBAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PEBALre-training=false, Extra Network=true, OoD Data=true2021.11 | 0.4417 | 0.0758 | |
| SynBoostre-training=false, Extra Network=true, OoD Data=true2021.11 | 0.4322 | 0.1579 | |
| Dirichlet Deeplabre-training=true, Extra Network=false, OoD Data=false2021.11 | 0.3428 | 0.4743 | |
| Discriminative Outlier Detection Headre-training=true, Extra Network=true, OoD Data=true2021.11 | 0.3131 | 0.1902 | |
| SMLre-training=true, Extra Network=true, OoD Data=false2021.11 | 0.3105 | 0.2152 | |
| OoD Training - Void Classre-training=false, Extra Network=false, OoD Data=true2021.11 | 0.1029 | 0.2211 | |
| Bayesian Deeplabre-training=false, Extra Network=true, OoD Data=false2021.11 | 0.0981 | 0.3846 | |
| Image Resynthesisre-training=false, Extra Network=true, OoD Data=false2021.11 | 0.057 | 0.4805 | |
| Density - Logistic Regressionre-training=false, Extra Network=true, OoD Data=false2021.11 | 0.0465 | 0.2436 | |
| Density - Minimum NLLre-training=false, Extra Network=true, OoD Data=false2021.11 | 0.0425 | 0.4715 | |
| kNN Embedding - densityre-training=false, Extra Network=true, OoD Data=false2021.11 | 0.0355 | 0.3002 | |
| Density - Single-layer NLLre-training=false, Extra Network=true, OoD Data=false2021.11 | 0.0301 | 0.329 | |
| Entropyre-training=false, Extra Network=false, OoD Data=false2021.11 | 0.0293 | 0.4483 | |
| MSPre-training=false, Extra Network=false, OoD Data=false2021.11 | 0.0177 | 0.4485 |