DDE

Reported on 5 benchmarks across 1 task · 1 paper · 3 SOTA

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

Methodology5 results

Density EstimationonUCI HEPMASS
Log-likelihood· 2020-01-08
-11.3
SOTA
Learning Generative Models using Denoising Density Estimators arXiv:2001.02728
Density EstimationonUCI MINIBOONE
Log-likelihood· 2020-01-08
-6.94
SOTA
Learning Generative Models using Denoising Density Estimators arXiv:2001.02728
Density EstimationonUCI POWER
Log-likelihood· 2020-01-08
0.97
best: 1.78 (nMDMA)
SOTA
Learning Generative Models using Denoising Density Estimators arXiv:2001.02728
Density EstimationonUCI GAS
Log-likelihood· 2020-01-08
9.73
best: 12.06 (B-NAF)
Learning Generative Models using Denoising Density Estimators arXiv:2001.02728
Density EstimationonUCI MINIBOONE
NLL· 2020-01-08
6.94
best: 10.43 (FFJORD)
Learning Generative Models using Denoising Density Estimators arXiv:2001.02728