Zaremba et al. (2014) - LSTM (large)

Reported on 2 benchmarks across 1 task · 1 paper · 2 SOTA

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

Medical2 results

Language ModellingonPenn Treebank (Word Level)
Test perplexity· 2014-09-08
78.4
best: 20.5 (GPT-3 (Zero-Shot))
SOTA
Recurrent Neural Network Regularization arXiv:1409.2329
Language ModellingonPenn Treebank (Word Level)
Validation perplexity· 2014-09-08
82.2
best: 36.1 (BERT-Large-CAS)
SOTA
Recurrent Neural Network Regularization arXiv:1409.2329