BERT_base+ITPT

Reported on 3 benchmarks across 1 task · 1 paper

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

Natural Language Processing3 results

Sentiment AnalysisonYelp Fine-grained classification
Error· 2019-05-14
29.42
best: 27.05 (XLNet)
How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
Sentiment AnalysisonYelp Binary classification
Error· 2019-05-14
1.92
best: 1.37 (XLNet)
How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
Sentiment AnalysisonIMDb
Accuracy· 2019-05-14
95.63
best: 96.68 (RoBERTa-large with LlamBERT)
How to Fine-Tune BERT for Text Classification?arXiv:1905.05583