Foreground-Background Segmentation on LSP (test)
92.79AccuracyPyMAF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PyMAF2021.03 | 92.79 | 0.89 | |
| BodynetApproach type=Optimization-based2019.05 | 92.75 | 0.84 | |
| BodyNet2021.03 | 92.75 | 0.84 | |
| PyMAF w/o ASAuxiliary Supervision=false2021.03 | 92.43 | 0.88 | |
| HKMR2021.03 | 92.23 | 0.88 | |
| SMPLify oracleground truth segmentation=true, Run Time=-2017.12 | 92.17 | 0.88 | |
| SMPLify oracleApproach type=Optimization-based, Oracle=true2019.05 | 92.17 | 0.88 | |
| SMPLify on [31]Approach type=Optimization-based, Reference initialization=Pavlakos et al. [31]2019.05 | 92.17 | 0.88 | |
| SMPLify oracleoracle=true2019.10 | 92.17 | 0.88 | |
| SMPLify on [35]initialization=Pavlakos et al. [35]2019.10 | 92.17 | 0.88 | |
| SMPLifyoracle=true2020.06 | 92.17 | 0.88 | |
| SMPLifyinitialization=Pavlakos et al. [26]2020.06 | 92.17 | 0.88 | |
| SMPLify oracleground-truth keypoints=true2021.03 | 92.17 | 0.88 | |
| SMPLify on [44]detector=Pavlakos et al. [44]2021.03 | 92.17 | 0.88 | |
| DecoMR2020.06 | 92.1 | 0.88 | |
| DecoMR2021.03 | 92.1 | 0.88 | |
| SMPLifyRun Time=~1 min2017.12 | 91.89 | 0.88 | |
| SMPLifyApproach type=Optimization-based2019.05 | 91.89 | 0.88 | |
| SMPLify2019.10 | 91.89 | 0.88 | |
| SMPLify2020.06 | 91.89 | 0.88 | |
| SMPLify2021.03 | 91.89 | 0.88 | |
| SPIN2020.06 | 91.83 | 0.87 | |
| SPIN2021.03 | 91.83 | 0.87 | |
| TexturePose2019.10 | 91.82 | 0.87 | |
| TexturePose2021.03 | 91.82 | 0.87 | |
| HMRpaired 3D supervision=true, Run Time=0.04 sec2017.12 | 91.67 | 0.87 | |
| HMRApproach type=Regression-based2019.05 | 91.67 | 0.87 | |
| HMR2019.10 | 91.67 | 0.87 | |
| HMR2020.06 | 91.67 | 0.87 | |
| HMR2021.03 | 91.67 | 0.87 | |
| Baselinedescription=same network architecture with HMR and 6D rotation representation2021.03 | 91.67 | 0.87 | |
| Ours (CMR)Approach type=Regression-based2019.05 | 91.46 | 0.87 | |
| CMR2020.06 | 91.46 | 0.87 | |
| CMR2021.03 | 91.46 | 0.87 | |
| HMR unpairedpaired 3D supervision=false, Run Time=0.04 sec2017.12 | 91.3 | 0.86 | |
| Decision ForestsRun Time=0.13 sec2017.12 | 86.6 | 0.8 |