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ResearchFormerly WizWand

Sentiment Classification on Multilingual Amazon Reviews Corpus (MARC) Japanese (ja) (test)

85.1Macro F1X-InSTA
43.81254.53165.2575.969May 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
X-InSTASource Language=es2023.0585.1
X-InSTASource Language=fr2023.0582.5
X-InSTASource Language=zh2023.0580.9
X-InSTASource Language=Average2023.0580.5
X-InSTASource Language=en2023.0578.3
Task-based AlignmentSource Language=es2023.0577.9
Task-based AlignmentSource Language=fr2023.0576.6
X-InSTASource Language=de2023.0576
Task-based AlignmentSource Language=zh2023.0573.4
Task-based AlignmentSource Language=Average2023.0573
Task-based AlignmentSource Language=en2023.0572.7
Semantic AlignmentSource Language=zh2023.0567.5
Task-based AlignmentSource Language=de2023.0564.5
Semantic AlignmentSource Language=es2023.0564.3
Semantic AlignmentSource Language=Average2023.0561
Semantic AlignmentSource Language=en2023.0560.8
Semantic AlignmentSource Language=fr2023.0556.5
Semantic AlignmentSource Language=de2023.0555.9
Random PromptingSource Language=en2023.0552.6
Random PromptingSource Language=zh2023.0552.1
Random PromptingSource Language=es2023.0551.9
Random PromptingSource Language=Average2023.0549.9
Random PromptingSource Language=fr2023.0547.9
Random PromptingSource Language=de2023.0545.4