Disentangled Representation Learning on KITTI Masks mean(Δt) = 0.05s (test)
77.7MCCdelta-NWJ
Evaluation Results
| Method | Links | |
|---|---|---|
| delta-NWJDistribution=Laplace, Output Space=Box2023.11 | 77.7 | |
| delta-INCEDistribution=Laplace, Output Space=Unbounded2023.11 | 77.3 | |
| delta-NWJDistribution=Laplace, Output Space=Unbounded2023.11 | 77.3 | |
| delta-contrDistribution=Laplace, Output Space=Unbounded2023.11 | 77.1 | |
| delta-NCEDistribution=Laplace, Output Space=Unbounded2023.11 | 77.1 | |
| delta-INCEDistribution=Laplace, Output Space=Box2023.11 | 75.9 | |
| delta-SCLDistribution=Laplace, Output Space=Unbounded2023.11 | 75.8 | |
| delta-NCEDistribution=Laplace, Output Space=Box2023.11 | 75.4 | |
| delta-contrDistribution=Laplace, Output Space=Box2023.11 | 74.1 | |
| delta-SCLDistribution=Laplace, Output Space=Box2023.11 | 71.5 | |
| delta-NWJDistribution=Normal, Output Space=Box2023.11 | 69.2 | |
| delta-INCEDistribution=Normal, Output Space=Box2023.11 | 68.3 | |
| delta-INCEDistribution=Normal, Output Space=Unbounded2023.11 | 68.1 | |
| delta-NCEDistribution=Normal, Output Space=Box2023.11 | 68 | |
| delta-NWJDistribution=Normal, Output Space=Unbounded2023.11 | 67.5 | |
| delta-SCLDistribution=Normal, Output Space=Box2023.11 | 66.5 | |
| delta-SCLDistribution=Normal, Output Space=Unbounded2023.11 | 66.2 | |
| SlowVAEmean(Δt)=0.05s2020.07 | 66.1 | |
| SlowVAEDistribution=Laplace, Output Space=Unbounded2023.11 | 66.1 | |
| Ada-GVAEmean(Δt)=0.05s2020.07 | 62.6 | |
| delta-NCEDistribution=Normal, Output Space=Unbounded2023.11 | 60.2 | |
| delta-contrDistribution=Normal, Output Space=Box2023.11 | 59.9 | |
| delta-contrDistribution=Normal, Output Space=Unbounded2023.11 | 58.3 | |
| PCLmean(Δt)=0.05s2020.07 | 52.6 |