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Sentence Pair Classification on LCQMC (test)

87.6AccuracyELECTRA-base
86.24886.59986.9587.301Jun 19, 2019Jan 11, 2020Aug 5, 2020Feb 28, 2021Sep 22, 2021Apr 17, 2022Nov 10, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ELECTRA-baseModel Size=base2019.0687.6
MacBERT-largeModel Size=large2019.0687.6
ELECTRAScale=base2022.0387.6
MacBERTScale=large2022.0387.6
ELECTRAModel size=base2022.1187.6
MacBERTModel size=large2022.1187.6
ELECTRA-largeModel Size=large2019.0687.3
ELECTRAScale=large2022.0387.3
ELECTRAModel size=large2022.1187.3
LERTModel size=large2022.1187.3
PERTScale=large2022.0387.2
PERTModel size=large2022.1187.2
BERT-wwm-extModel Size=base, Whole Word Masking=true, Extended Training=true2019.0687.1
BERTScale=base2022.0387.1
BERTModel size=base2022.1187.1
BERT-wwmModel Size=base, Whole Word Masking=true2019.0687
MacBERT-baseModel Size=base2019.0687
RoBERTa-wwm-ext-largeModel Size=large, Whole Word Masking=true, Extended Training=true2019.0687
MacBERTScale=base2022.0387
RoBERTaScale=large2022.0387
MacBERTModel size=base2022.1187
RoBERTaModel size=large2022.1187
BERTModel Size=base2019.0686.9
LERTModel size=base2022.1186.6
RoBERTa-wwm-extModel Size=base, Whole Word Masking=true, Extended Training=true2019.0686.4
RoBERTaScale=base2022.0386.4
RoBERTaModel size=base2022.1186.4
PERTScale=base2022.0386.3
PERTModel size=base2022.1186.3