Dense Anomaly Detection on SMIYC AnomalyTrack
82.9APRoad Inpaint.
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Road Inpaint.Aux data=false, Img rsyn=true2022.07 | 82.9 | 35.8 | |
| SynBoostAux data=true, Img rsyn=true2022.07 | 81.7 | 4.6 | |
| DenseHybridAux data=true, Img rsyn=false2022.07 | 78.7 | 2.1 | |
| DenseHybridAux data=true, Img rsyn=false2022.07 | 78 | 9.8 | |
| JSRNetAux data=false, Img rsyn=true2022.07 | 74.2 | 6.6 | |
| Embed. Dens.Aux data=false, Img rsyn=false2022.07 | 61.7 | 10.4 | |
| Image Resyn.Aux data=false, Img rsyn=true2022.07 | 57.1 | 8.8 | |
| NFlowJSAux data=false, Image Resynthesis=false2021.12 | 56.9 | 34.7 | |
| SynBoostAux data=true, Img rsyn=true2022.07 | 56.4 | 61.9 | |
| SynBoostAux data=true, Image Resynthesis=true2021.12 | 56.4 | 61.9 | |
| MahalanobisAux data=false, Img rsyn=false2022.07 | 55 | 12.9 | |
| ODINAux data=false, Img rsyn=false2022.07 | 52.9 | 30 | |
| Image Resyn.Aux data=false, Img rsyn=true2022.07 | 52.3 | 25.9 | |
| Image Resyn.Aux data=false, Image Resynthesis=true2021.12 | 52.3 | 25.9 | |
| Embed. Dens.Aux data=false, Img rsyn=false2022.07 | 37.5 | 70.8 | |
| Embed. Dens.Aux data=false, Image Resynthesis=false2021.12 | 37.5 | 70.8 | |
| MC DropoutAux data=false, Img rsyn=false2022.07 | 36.8 | 35.6 | |
| Void ClassifierAux data=true, Img rsyn=false2022.07 | 36.6 | 63.5 | |
| Void ClassifierAux data=false, Image Resynthesis=true2021.12 | 36.6 | 63.5 | |
| JSRNetAux data=false, Img rsyn=true2022.07 | 33.6 | 43.9 | |
| JSRNetAux data=false, Image Resynthesis=false2021.12 | 33.6 | 43.9 | |
| ODINAux data=false, Img rsyn=false2022.07 | 33.1 | 71.7 | |
| ODINAux data=false, Image Resynthesis=false2021.12 | 33.1 | 71.7 | |
| Max softmaxAux data=false, Img rsyn=false2022.07 | 30.1 | 33.2 | |
| MC DropoutAux data=false, Img rsyn=false2022.07 | 28.9 | 69.5 | |
| MC DropoutAux data=false, Image Resynthesis=false2021.12 | 28.9 | 69.5 | |
| Max softmaxAux data=false, Img rsyn=false2022.07 | 28 | 72.1 | |
| Max softmaxAux data=false, Image Resynthesis=false2021.12 | 28 | 72.1 | |
| MahalanobisAux data=false, Img rsyn=false2022.07 | 20 | 87 | |
| Void ClassifierAux data=true, Img rsyn=false2022.07 | 4.8 | 47 |