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ResearchFormerly WizWand

Disentangled Representation Learning on KITTI Masks mean(Δt) = 0.15s (test)

80.9MCCdelta-contr
57.60463.65269.775.748Jul 21, 2020Feb 6, 2021Aug 26, 2021Mar 15, 2022Oct 2, 2022Apr 21, 2023Nov 8, 2023
Updated 8mo ago

Evaluation results

MethodLinks
delta-contrDistribution=Laplace, Output Space=Box2023.1180.9
delta-INCEDistribution=Laplace, Output Space=Unbounded2023.1180.5
SlowVAEmean(Δt)=0.15s2020.0779.6
SlowVAEDistribution=Laplace, Output Space=Unbounded2023.1179.6
delta-NCEDistribution=Laplace, Output Space=Box2023.1179.5
delta-contrDistribution=Laplace, Output Space=Unbounded2023.1179.4
delta-NCEDistribution=Laplace, Output Space=Unbounded2023.1179.3
delta-NWJDistribution=Laplace, Output Space=Unbounded2023.1179.3
delta-NWJDistribution=Laplace, Output Space=Box2023.1178.2
delta-INCEDistribution=Laplace, Output Space=Box2023.1177
delta-SCLDistribution=Laplace, Output Space=Box2023.1174.4
delta-SCLDistribution=Laplace, Output Space=Unbounded2023.1172.9
delta-NWJDistribution=Normal, Output Space=Box2023.1172.6
delta-INCEDistribution=Normal, Output Space=Unbounded2023.1168.9
delta-contrDistribution=Normal, Output Space=Box2023.1168.4
delta-INCEDistribution=Normal, Output Space=Box2023.1168.4
delta-NCEDistribution=Normal, Output Space=Box2023.1168.4
delta-NWJDistribution=Normal, Output Space=Unbounded2023.1168.2
Ada-GVAEmean(Δt)=0.15s2020.0767.6
delta-SCLDistribution=Normal, Output Space=Box2023.1166.1
delta-NCEDistribution=Normal, Output Space=Unbounded2023.1162.7
delta-SCLDistribution=Normal, Output Space=Unbounded2023.1162.5
delta-contrDistribution=Normal, Output Space=Unbounded2023.1160.2
PCLmean(Δt)=0.15s2020.0758.5