List your company
ResearchFormerly WizWand

Single Sentence Classification on THUCNews (dev)

98.3AccuracyRoBERTa-wwm-ext
54.41265.80677.288.594Jun 19, 2019Oct 20, 2019Feb 21, 2020Jun 24, 2020Oct 25, 2020Feb 26, 2021Jun 30, 2021
Updated 8mo ago

Evaluation results

MethodLinks
RoBERTa-wwm-extSize=Base, Whole Word Masking=True, extended=True2020.0498.3
RoBERTa-wwm-extSize=Large, Whole Word Masking=True, extended=True2020.0498.3
RoBERTaModel Scale=Base, Pre-train Data=Extended2021.0698.3
RoBERTaModel Scale=Large, Pre-train Data=Extended2021.0698.3
ChineseBERTModel Scale=Large, Pre-train Data=Standard2021.0698.3
RoBERTa-wwmModel Scale=Base2019.0698.3
RoBERTa-wwmModel Scale=Large2019.0698.3
MacBERTSize=Base2020.0498.2
ELECTRASize=Large2020.0498.2
MacBERTModel Scale=Base, Pre-train Data=Standard2021.0698.2
MacBERTModel Scale=Base2019.0698.2
ELECTRAModel Scale=Large2019.0698.2
ELECTRASize=Base2020.0498.1
MacBERTSize=Large2020.0498.1
ChineseBERTModel Scale=Base, Pre-train Data=Standard2021.0698.1
MacBERTModel Scale=Large, Pre-train Data=Standard2021.0698.1
ELECTRAModel Scale=Base2019.0698.1
MacBERTModel Scale=Large2019.0698.1
BERT-wwmWhole Word Masking=True2020.0498
BERTModel Scale=Base, Pre-train Data=Standard2021.0698
BERT-wwmModel Scale=Base2019.0698
BERTSize=Base2020.0497.7
BERT-wwm-extWhole Word Masking=True, extended=True2020.0497.7
BERTModel Scale=Base, Pre-train Data=Extended2021.0697.7
BERTModel Scale=Base2019.0697.7
BERT-wwm-extModel Scale=Base2019.0697.7
ERNIEModel Scale=Base, Pre-train Data=Standard2021.0697.6
MacBERTModel Scale=Large2019.0659
RoBERTa-wwmModel Scale=Large2019.0658.8
RoBERTa-wwmModel Scale=Base2019.0657.4
MacBERTModel Scale=Base2019.0657.4
ELECTRAModel Scale=Large2019.0657.2
BERT-wwm-extModel Scale=Base2019.0657
BERT-wwmModel Scale=Base2019.0656.5
BERTModel Scale=Base2019.0656.3
ELECTRAModel Scale=Base2019.0656.1