Multi-task Learning on NYUD v2
46.33SemSeg AccATRC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ATRCBackbone=HRNet48, Feature Propagation Module (FPM)=true2021.04 | 46.33 | 0.5363 | 20.18 | 77.94 | 0.49 | |
| ATRCBackbone=HRNet48, Feature Propagation Module (FPM)=false2021.04 | 46.27 | 0.5495 | 20.2 | 77.6 | -0.28 | |
| MTI-NetBackbone=HRNet48, Feature Propagation Module (FPM)=true2021.04 | 45.97 | 0.5365 | 20.27 | 77.86 | 0.15 | |
| Single taskBackbone=HRNet48, Feature Propagation Module (FPM)=false2021.04 | 45.87 | 0.5397 | 20.09 | 77.34 | 0 | |
| Multi-taskBackbone=HRNet48, Feature Propagation Module (FPM)=false2021.04 | 41.96 | 0.5543 | 20.36 | 77.62 | -3.05 |