Mirror Segmentation on MSD (test)
80.33IoUEBLNet
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EBLNetCRF=false, backbone=ResNext1012021.03 | 80.33 | 0.951 | 0.883 | 0.049 | 8.63 | |
| MirrorNetCRF=true2019.08 | 78.95 | 0.933 | 0.857 | 0.065 | 6.39 | |
| MirrorNetCRF=true, backbone=ResNeXt1012021.03 | 78.95 | 0.935 | 0.857 | 0.065 | 6.39 | |
| EBLNetCRF=false, backbone=ResNet1012021.03 | 78.84 | 0.946 | 0.873 | 0.054 | 8.84 | |
| PointRendCRF=false, base model=Deeplabv3+2021.03 | 78.81 | 0.936 | 0.872 | 0.054 | 8.95 | |
| MirrorNetCRF=false2019.08 | 78.46 | 0.933 | 0.857 | 0.085 | 6.46 | |
| R3NetCRF=true2019.08 | 73.21 | 0.805 | 0.846 | 0.068 | 11.39 | |
| R3NetCRF=false2019.08 | 72.69 | 0.805 | 0.84 | 0.08 | 11.46 | |
| PiCANetCRF=false2019.08 | 71.78 | 0.845 | 0.808 | 0.088 | 10.99 | |
| PiCANetCRF=false2021.03 | 71.78 | 0.845 | 0.808 | 0.088 | 10.99 | |
| DSCCRF=false2019.08 | 69.71 | 0.816 | 0.812 | 0.087 | 11.77 | |
| DSCCRF=true2021.03 | 69.71 | 0.816 | 0.812 | 0.087 | 11.77 | |
| BDRARCRF=true2019.08 | 67.43 | 0.821 | 0.792 | 0.093 | 12.41 | |
| BDRARCRF=true2021.03 | 67.43 | 0.821 | 0.792 | 0.093 | 12.41 | |
| BDRARCRF=false2019.08 | 67.01 | 0.822 | 0.799 | 0.099 | 12.46 | |
| PSPNetCRF=false2019.08 | 63.21 | 0.75 | 0.746 | 0.117 | 15.82 | |
| PSPNetCRF=false2021.03 | 63.21 | 0.75 | 0.746 | 0.117 | 15.82 | |
| Mask RCNNCRF=false2019.08 | 63.18 | 0.821 | 0.756 | 0.095 | 14.35 | |
| RASCRF=false2019.08 | 60.48 | 0.695 | 0.758 | 0.111 | 17.6 | |
| RASCRF=false2021.03 | 60.48 | 0.695 | 0.758 | 0.111 | 17.6 | |
| DSSCRF=false2019.08 | 59.11 | 0.665 | 0.743 | 0.125 | 18.81 | |
| DSSCRF=false2021.03 | 59.11 | 0.665 | 0.743 | 0.125 | 18.81 | |
| ICNetCRF=false2019.08 | 57.25 | 0.694 | 0.71 | 0.124 | 18.75 | |
| ICNetCRF=false2021.03 | 57.25 | 0.694 | 0.71 | 0.124 | 18.75 | |
| StatisticsCRF=false2019.08 | 30.83 | 0.595 | 0.438 | 0.358 | 32.89 |