ODE2VAE

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision2 results

VideoonCMU Mocap-1
Test Error· 2019-05-27
93.07
best: 15.99 (ODE2VAE-KL)
SOTA
ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks arXiv:1905.10994
VideoonCMU Mocap-2
Test Error· 2019-05-27
10.06
best: 4.03 (Latent SDE)
SOTA
ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks arXiv:1905.10994

Time Series2 results

Video PredictiononCMU Mocap-1
Test Error· 2019-05-27
93.07
best: 15.99 (ODE2VAE-KL)
SOTA
ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks arXiv:1905.10994
Video PredictiononCMU Mocap-2
Test Error· 2019-05-27
10.06
best: 4.03 (Latent SDE)
SOTA
ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks arXiv:1905.10994