Aggressive VAE

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

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

Adversarial3 results

Text GenerationonYahoo Questions
Perplexity· 2019-01-16
59.7
SOTA
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders arXiv:1901.05534
Text GenerationonYahoo Questions
KL· 2019-01-16
5.7
best: 10 (CNN-VAE)
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders arXiv:1901.05534
Text GenerationonYahoo Questions
NLL· 2019-01-16
326.7
best: 332.1 (CNN-VAE)
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders arXiv:1901.05534