Dense Anomaly Detection on SMIYC ObstacleTrack
87.1APDenseHybrid
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DenseHybridAux data=true, Img rsyn=false2022.07 | 87.1 | 0.2 | |
| NFlowJSAux data=false, Image Resynthesis=false2021.12 | 85.5 | 0.4 | |
| SynBoostAux data=true, Img rsyn=true2022.07 | 71.3 | 3.2 | |
| SynBoostAux data=true, Image Resynthesis=true2021.12 | 71.3 | 3.2 | |
| Road Inpaint.Aux data=false, Img rsyn=true2022.07 | 54.1 | 47.1 | |
| Road Inpaint.Aux data=false, Image Resynthesis=true2021.12 | 54.1 | 47.1 | |
| Image Resyn.Aux data=false, Img rsyn=true2022.07 | 37.7 | 4.7 | |
| Image Resyn.Aux data=false, Image Resynthesis=true2021.12 | 37.7 | 4.7 | |
| JSRNetAux data=false, Img rsyn=true2022.07 | 28.1 | 28.9 | |
| JSRNetAux data=false, Image Resynthesis=false2021.12 | 28.1 | 28.9 | |
| ODINAux data=false, Img rsyn=false2022.07 | 22.1 | 15.3 | |
| ODINAux data=false, Image Resynthesis=false2021.12 | 22.1 | 15.3 | |
| MahalanobisAux data=false, Img rsyn=false2022.07 | 20.9 | 13.1 | |
| Max softmaxAux data=false, Img rsyn=false2022.07 | 15.7 | 16.6 | |
| Max softmaxAux data=false, Image Resynthesis=false2021.12 | 15.7 | 16.6 | |
| Void ClassifierAux data=true, Img rsyn=false2022.07 | 10.4 | 41.5 | |
| Void ClassifierAux data=false, Image Resynthesis=true2021.12 | 10.4 | 41.5 | |
| MC DropoutAux data=false, Img rsyn=false2022.07 | 4.9 | 50.3 | |
| MC DropoutAux data=false, Image Resynthesis=false2021.12 | 4.9 | 50.3 | |
| Embed. Dens.Aux data=false, Img rsyn=false2022.07 | 0.8 | 46.4 | |
| Embed. Dens.Aux data=false, Image Resynthesis=false2021.12 | 0.8 | 46.4 |