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Question Matching on LCQMC (test)

87.9AccuracyERNIE 2.0
86.3486.74587.1587.555Apr 19, 2019Aug 30, 2019Jan 11, 2020May 24, 2020Oct 5, 2020Feb 16, 2021Jun 30, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ERNIE 2.0Model Version=ERNIE 2.0, Model Scale=BASE2019.0787.9
ERNIE 2.0Model Version=ERNIE 2.0, Model Scale=LARGE2019.0787.9
ChineseBERTModel Scale=Large, Pre-trained on extended data=false2021.0687.8
ELECTRA-basemodel size=base2020.0487.6
MacBERT-largemodel size=large2020.0487.6
MacBERTModel Scale=Large, Pre-trained on extended data=false2021.0687.6
ERNIE2019.0487.4
ERNIE 1.0Model Version=ERNIE 1.0, Model Scale=BASE2019.0787.4
ChineseBERTModel Scale=Base, Pre-trained on extended data=false2021.0687.4
ELECTRA-largemodel size=large2020.0487.3
ERNIEModel Scale=Base, Pre-trained on extended data=false2021.0687.2
BERT-wwm-extmodel size=base2020.0487.1
BERTModel Scale=Base, Pre-trained on extended data=true2021.0687.1
BERT2019.0487
BERTModel Version=BERT, Model Scale=BASE2019.0787
BERT-wwmmodel size=base2020.0487
MacBERT-basemodel size=base2020.0487
ROBERTa-wwm-ext-largemodel size=large2020.0487
BERTModel Scale=Base, Pre-trained on extended data=false2021.0687
MacBERTModel Scale=Base, Pre-trained on extended data=false2021.0687
RoBERTaModel Scale=Large, Pre-trained on extended data=true2021.0687
BERTmodel size=base2020.0486.9
ROBERTa-wwm-extmodel size=base2020.0486.4
RoBERTaModel Scale=Base, Pre-trained on extended data=true2021.0686.4