Disentangled Representation Learning on KITTI Masks mean(Δt) = 0.15s (test)
80.9MCCdelta-contr
Evaluation Results
| Method | Links | |
|---|---|---|
| delta-contrDistribution=Laplace, Output Space=Box2023.11 | 80.9 | |
| delta-INCEDistribution=Laplace, Output Space=Unbounded2023.11 | 80.5 | |
| SlowVAEmean(Δt)=0.15s2020.07 | 79.6 | |
| SlowVAEDistribution=Laplace, Output Space=Unbounded2023.11 | 79.6 | |
| delta-NCEDistribution=Laplace, Output Space=Box2023.11 | 79.5 | |
| delta-contrDistribution=Laplace, Output Space=Unbounded2023.11 | 79.4 | |
| delta-NCEDistribution=Laplace, Output Space=Unbounded2023.11 | 79.3 | |
| delta-NWJDistribution=Laplace, Output Space=Unbounded2023.11 | 79.3 | |
| delta-NWJDistribution=Laplace, Output Space=Box2023.11 | 78.2 | |
| delta-INCEDistribution=Laplace, Output Space=Box2023.11 | 77 | |
| delta-SCLDistribution=Laplace, Output Space=Box2023.11 | 74.4 | |
| delta-SCLDistribution=Laplace, Output Space=Unbounded2023.11 | 72.9 | |
| delta-NWJDistribution=Normal, Output Space=Box2023.11 | 72.6 | |
| delta-INCEDistribution=Normal, Output Space=Unbounded2023.11 | 68.9 | |
| delta-contrDistribution=Normal, Output Space=Box2023.11 | 68.4 | |
| delta-INCEDistribution=Normal, Output Space=Box2023.11 | 68.4 | |
| delta-NCEDistribution=Normal, Output Space=Box2023.11 | 68.4 | |
| delta-NWJDistribution=Normal, Output Space=Unbounded2023.11 | 68.2 | |
| Ada-GVAEmean(Δt)=0.15s2020.07 | 67.6 | |
| delta-SCLDistribution=Normal, Output Space=Box2023.11 | 66.1 | |
| delta-NCEDistribution=Normal, Output Space=Unbounded2023.11 | 62.7 | |
| delta-SCLDistribution=Normal, Output Space=Unbounded2023.11 | 62.5 | |
| delta-contrDistribution=Normal, Output Space=Unbounded2023.11 | 60.2 | |
| PCLmean(Δt)=0.15s2020.07 | 58.5 |