List your company
ResearchFormerly WizWand

Sentiment Classification on Laptop14

85.11AccuracyBOOSTAUG
62.094868.069974.04580.0201Oct 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BOOSTAUGModel=FastLCF, Base Augmentation=EDA2022.1085.1182.18
BOOSTAUGModel=DeBERTa, Base Augmentation=EDA2022.1084.5681.77
BackTranslationAugModel=DeBERTa2022.1084.1781.15
VanillaModel=DeBERTa2022.1083.3180.02
VanillaModel=FastLCF2022.1083.2379.68
BackTranslationAugModel=FastLCF2022.1082.7679.82
EDAModel=FastLCF2022.1081.9779.57
SplitAugModel=FastLCF2022.1081.8278.46
EDAModel=DeBERTa2022.1080.9678.65
SpellingAugModel=DeBERTa2022.1080.1776.01
BOOSTAUGModel=BERT, Base Augmentation=EDA2022.1080.176.48
BackTranslationAugModel=BERT2022.1079.9476.19
SpellingAugModel=FastLCF2022.1079.6274.81
VanillaModel=BERT2022.1079.4775.7
SplitAugModel=DeBERTa2022.1079.1575.72
ContextualWordEmbsAugModel=FastLCF2022.1079.0874.61
EDAModel=BERT2022.1078.3774.23
ContextualWordEmbsAugModel=DeBERTa2022.1076.8871.98
ContextualWordEmbsAugModel=BERT2022.1075.6370.79
SplitAugModel=BERT2022.1075.4770.56
SpellingAugModel=BERT2022.1073.5969.11
BOOSTAUGModel=LSTM, Base Augmentation=EDA2022.1073.267.46
VanillaModel=LSTM2022.1071.3265.45
EDAModel=LSTM2022.1068.6562.09
BackTranslationAugModel=LSTM2022.1068.562.22
ContextualWordEmbsAugModel=LSTM2022.1067.461.57
SpellingAugModel=LSTM2022.1067.2460.3
SplitAugModel=LSTM2022.1062.9856.53