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ResearchFormerly WizWand

Sentiment Analysis on Sentiment Analysis (SA) (test)

96.08AccuracyZEN (P)
94.020894.555495.0995.6246Nov 2, 2019
Updated 8mo ago

Evaluation results

MethodLinks
ZEN (P)Initialization=Pre-trained, Backbone Scale=Base2019.1196.08
NEZHA-wwm (L)Whole Word Masking=true, Backbone Scale=Large2019.1196
NEZHA-WWM (B)Whole Word Masking=true, Backbone Scale=Base2019.1195.84
NEZHA (L)Backbone Scale=Large2019.1195.83
ERNIE 2.0 (L)Backbone Scale=Large2019.1195.8
ERNIE 2.0 (B)Backbone Scale=Base2019.1195.5
ERNIE 1.0Backbone Scale=Base2019.1195.4
NEZHA (B)Backbone Scale=Base2019.1195.17
BERT-WWMWhole Word Masking=true, Backbone Scale=Base2019.1195
BERT (P)Initialization=Pre-trained, Backbone Scale=Base2019.1194.67
ZEN (R)Initialization=Random, Backbone Scale=Base2019.1194.42
BERT (R)Initialization=Random, Backbone Scale=Base2019.1194.1