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Single Sentence Classification on THUCNews (test)

97.9AccuracyMacBERT
97.48497.59297.797.808Jun 19, 2019Oct 20, 2019Feb 21, 2020Jun 24, 2020Oct 25, 2020Feb 26, 2021Jun 30, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MacBERTSize=Large2020.0497.9
ChineseBERTModel Scale=Base, Pre-train Data=Standard2021.0697.9
MacBERTModel Scale=Large, Pre-train Data=Standard2021.0697.9
ChineseBERTModel Scale=Large, Pre-train Data=Standard2021.0697.9
MacBERTModel Scale=Large2019.0697.9
BERTSize=Base2020.0497.8
BERT-wwmWhole Word Masking=True2020.0497.8
RoBERTa-wwm-extSize=Base, Whole Word Masking=True, extended=True2020.0497.8
ELECTRASize=Base2020.0497.8
ELECTRASize=Large2020.0497.8
RoBERTa-wwm-extSize=Large, Whole Word Masking=True, extended=True2020.0497.8
BERTModel Scale=Base, Pre-train Data=Standard2021.0697.8
RoBERTaModel Scale=Base, Pre-train Data=Extended2021.0697.8
RoBERTaModel Scale=Large, Pre-train Data=Extended2021.0697.8
BERTModel Scale=Base2019.0697.8
BERT-wwmModel Scale=Base2019.0697.8
RoBERTa-wwmModel Scale=Base2019.0697.8
ELECTRAModel Scale=Base2019.0697.8
ELECTRAModel Scale=Large2019.0697.8
RoBERTa-wwmModel Scale=Large2019.0697.8
BERT-wwm-extWhole Word Masking=True, extended=True2020.0497.7
MacBERTSize=Base2020.0497.7
BERTModel Scale=Base, Pre-train Data=Extended2021.0697.7
MacBERTModel Scale=Base, Pre-train Data=Standard2021.0697.7
BERT-wwm-extModel Scale=Base2019.0697.7
MacBERTModel Scale=Base2019.0697.7
ERNIEModel Scale=Base, Pre-train Data=Standard2021.0697.5