Sentiment Classification on MARC English (en) (test)
0.857Macro F1X-InSTA
Evaluation Results
| Method | Links | |
|---|---|---|
| X-InSTASource Language=es2023.05 | 0.857 | |
| X-InSTASource Language=fr2023.05 | 0.849 | |
| X-InSTASource Language=ja2023.05 | 0.832 | |
| Task-based AlignmentSource Language=ja2023.05 | 0.796 | |
| X-InSTASource Language=Average2023.05 | 0.795 | |
| Task-based AlignmentSource Language=es2023.05 | 0.784 | |
| Task-based AlignmentSource Language=fr2023.05 | 0.783 | |
| Semantic AlignmentSource Language=es2023.05 | 0.771 | |
| Semantic AlignmentSource Language=ja2023.05 | 0.754 | |
| Semantic AlignmentSource Language=fr2023.05 | 0.752 | |
| Task-based AlignmentSource Language=Average2023.05 | 0.722 | |
| X-InSTASource Language=de2023.05 | 0.721 | |
| X-InSTASource Language=zh2023.05 | 0.717 | |
| Semantic AlignmentSource Language=Average2023.05 | 0.713 | |
| Random PromptingSource Language=ja2023.05 | 0.701 | |
| Random PromptingSource Language=es2023.05 | 0.696 | |
| Random PromptingSource Language=fr2023.05 | 0.692 | |
| Semantic AlignmentSource Language=zh2023.05 | 0.682 | |
| Task-based AlignmentSource Language=zh2023.05 | 0.682 | |
| Random PromptingSource Language=Average2023.05 | 0.633 | |
| Random PromptingSource Language=zh2023.05 | 0.632 | |
| Semantic AlignmentSource Language=de2023.05 | 0.6 | |
| Task-based AlignmentSource Language=de2023.05 | 0.567 | |
| Random PromptingSource Language=de2023.05 | 0.446 |