Dense Out-of-Distribution Detection on Fishyscapes FS Static
96.8APOOD Head
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OOD HeadAux data=true2021.12 | 96.8 | 0.3 | |
| SynBoostAux data=true, Image Resynthesis=true2021.12 | 72.6 | 18.8 | |
| Embed. Dens.Aux data=false, Image Resynthesis=false2021.12 | 62.1 | 17.4 | |
| SMLAux data=false, Image Resynthesis=false2021.12 | 52.1 | 20.5 | |
| NFlowJSAux data=false, Image Resynthesis=false2021.12 | 52.1 | 15.4 | |
| Void ClassifierAux data=false, Image Resynthesis=true2021.12 | 45 | 19.4 | |
| Prior EntropyAux data=false2021.12 | 31.3 | 84.6 | |
| Image Resyn.Aux data=false, Image Resynthesis=true2021.12 | 29.6 | 27.1 | |
| Max softmaxAux data=false, Image Resynthesis=false2021.12 | 12.9 | 39.8 |