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ResearchFormerly WizWand

Sentiment Classification on Multilingual Amazon Reviews Corpus (MARC) Chinese (zh) (test)

69.7Macro F1Semantic Alignment
31.84441.67251.561.328May 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Semantic AlignmentSource Language=ja2023.0569.7
Random PromptingSource Language=ja2023.0567.8
Semantic AlignmentSource Language=fr2023.0558.9
Semantic AlignmentSource Language=es2023.0556.8
Semantic AlignmentSource Language=Average2023.0555.7
Semantic AlignmentSource Language=de2023.0548.3
Random PromptingSource Language=Average2023.0546.2
Semantic AlignmentSource Language=en2023.0545
Random PromptingSource Language=es2023.0544.5
Random PromptingSource Language=de2023.0541.3
Random PromptingSource Language=fr2023.0541
Random PromptingSource Language=en2023.0536.2
X-InSTASource Language=ja2023.0534.8
Task-based AlignmentSource Language=ja2023.0534.5
X-InSTASource Language=Average2023.0533.7
X-InSTASource Language=fr2023.0533.6
Task-based AlignmentSource Language=Average2023.0533.5
X-InSTASource Language=en2023.0533.5
X-InSTASource Language=es2023.0533.4
Task-based AlignmentSource Language=de2023.0533.3
Task-based AlignmentSource Language=en2023.0533.3
Task-based AlignmentSource Language=es2023.0533.3
Task-based AlignmentSource Language=fr2023.0533.3
X-InSTASource Language=de2023.0533.3