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ResearchFormerly WizWand

Sentiment Classification on MARC English (en) (test)

0.857Macro F1X-InSTA
0.429560.540530.65150.76247May 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
X-InSTASource Language=es2023.050.857
X-InSTASource Language=fr2023.050.849
X-InSTASource Language=ja2023.050.832
Task-based AlignmentSource Language=ja2023.050.796
X-InSTASource Language=Average2023.050.795
Task-based AlignmentSource Language=es2023.050.784
Task-based AlignmentSource Language=fr2023.050.783
Semantic AlignmentSource Language=es2023.050.771
Semantic AlignmentSource Language=ja2023.050.754
Semantic AlignmentSource Language=fr2023.050.752
Task-based AlignmentSource Language=Average2023.050.722
X-InSTASource Language=de2023.050.721
X-InSTASource Language=zh2023.050.717
Semantic AlignmentSource Language=Average2023.050.713
Random PromptingSource Language=ja2023.050.701
Random PromptingSource Language=es2023.050.696
Random PromptingSource Language=fr2023.050.692
Semantic AlignmentSource Language=zh2023.050.682
Task-based AlignmentSource Language=zh2023.050.682
Random PromptingSource Language=Average2023.050.633
Random PromptingSource Language=zh2023.050.632
Semantic AlignmentSource Language=de2023.050.6
Task-based AlignmentSource Language=de2023.050.567
Random PromptingSource Language=de2023.050.446