Dense Out-of-Distribution Detection on SegmentMeIfYouCan (SMIYC) LAF-noKnown
89.3APNFlowJS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NFlowJSAux data=false, Image Resynthesis=false2021.12 | 89.3 | 0.7 | |
| Road Inpaint.Aux data=false, Image Resynthesis=true2021.12 | 82.9 | 35.8 | |
| SynBoostAux data=true, Image Resynthesis=true2021.12 | 81.7 | 4.6 | |
| JSRNetAux data=false, Image Resynthesis=false2021.12 | 74.2 | 6.6 | |
| Embed. Dens.Aux data=false, Image Resynthesis=false2021.12 | 61.7 | 10.4 | |
| Image Resyn.Aux data=false, Image Resynthesis=true2021.12 | 57.1 | 8.8 | |
| ODINAux data=false, Image Resynthesis=false2021.12 | 52.9 | 30 | |
| MC DropoutAux data=false, Image Resynthesis=false2021.12 | 36.8 | 35.6 | |
| Max softmaxAux data=false, Image Resynthesis=false2021.12 | 30.1 | 33.2 | |
| Void ClassifierAux data=false, Image Resynthesis=true2021.12 | 4.8 | 47 |