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Case Decision Prediction on ILDC single

0.7685Macro Precision

XLNet + BiGRU

Updated 1mo ago

Evaluation Results

Method	Links
XLNet + BiGRU 2021.05		0.7685	0.7631	0.7655	0.7632
XLNet + BiGRU + att. 2021.05		0.7526	0.7522	0.7525	0.7522
XLNet + BiGRU 2021.05		0.7511	0.7506	0.7509	0.7506
ROBERTa + BiGRU + att. 2021.05		0.7339	0.7266	0.7302	0.7269
ROBERTa + BiGRU 2021.05		0.7324	0.7293	0.7309	0.7295
BERT + BiGRU + att. 2021.05		0.683	0.6205	0.6503	0.6193
ROBERTa 2021.05		0.682	0.6255	0.6526	0.6243
XLNet 2021.05		0.6784	0.6007	0.6372	0.5992
GloVe + BiGRU + att. 2021.05		0.6692	0.623	0.6453	0.622
BERT + BiGRU 2021.05		0.6528	0.6395	0.6427	0.6389
Catchphrases + Sent2Vec + BiGRU + att. 2021.05		0.619	0.6013	0.61	0.6006
Sent2vec + BiGRU+ att. 2021.05		0.6005	0.558	0.5785	0.5567
Doc2vec + BiGRU + att. 2021.05		0.5807	0.5744	0.5775	0.5923
HAN 2021.05		0.5764	0.5556	0.5658	0.5544