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ResearchFormerly WizWand

Sentence Pair Matching on SPM (test)

87.95AccuracyZEN (P)
85.017285.778686.5487.3014Nov 2, 2019
Updated 8mo ago

Evaluation results

MethodLinks
ZEN (P)Initialization=Pre-trained, Backbone Scale=Base2019.1187.95
NEZHA-wwm (L)Whole Word Masking=true, Backbone Scale=Large2019.1187.94
ERNIE 2.0 (B)Backbone Scale=Base2019.1187.9
ERNIE 2.0 (L)Backbone Scale=Large2019.1187.9
NEZHA (B)Backbone Scale=Base2019.1187.41
ERNIE 1.0Backbone Scale=Base2019.1187.4
NEZHA (L)Backbone Scale=Large2019.1187.2
NEZHA-WWM (B)Whole Word Masking=true, Backbone Scale=Base2019.1187.1
BERT-WWMWhole Word Masking=true, Backbone Scale=Base2019.1186.8
BERT (P)Initialization=Pre-trained, Backbone Scale=Base2019.1186.59
ZEN (R)Initialization=Random, Backbone Scale=Base2019.1185.27
BERT (R)Initialization=Random, Backbone Scale=Base2019.1185.13