Sentiment Classification on Multilingual Amazon Reviews Corpus (MARC) Japanese (ja) (test)
85.1Macro F1X-InSTA
Evaluation Results
| Method | Links | |
|---|---|---|
| X-InSTASource Language=es2023.05 | 85.1 | |
| X-InSTASource Language=fr2023.05 | 82.5 | |
| X-InSTASource Language=zh2023.05 | 80.9 | |
| X-InSTASource Language=Average2023.05 | 80.5 | |
| X-InSTASource Language=en2023.05 | 78.3 | |
| Task-based AlignmentSource Language=es2023.05 | 77.9 | |
| Task-based AlignmentSource Language=fr2023.05 | 76.6 | |
| X-InSTASource Language=de2023.05 | 76 | |
| Task-based AlignmentSource Language=zh2023.05 | 73.4 | |
| Task-based AlignmentSource Language=Average2023.05 | 73 | |
| Task-based AlignmentSource Language=en2023.05 | 72.7 | |
| Semantic AlignmentSource Language=zh2023.05 | 67.5 | |
| Task-based AlignmentSource Language=de2023.05 | 64.5 | |
| Semantic AlignmentSource Language=es2023.05 | 64.3 | |
| Semantic AlignmentSource Language=Average2023.05 | 61 | |
| Semantic AlignmentSource Language=en2023.05 | 60.8 | |
| Semantic AlignmentSource Language=fr2023.05 | 56.5 | |
| Semantic AlignmentSource Language=de2023.05 | 55.9 | |
| Random PromptingSource Language=en2023.05 | 52.6 | |
| Random PromptingSource Language=zh2023.05 | 52.1 | |
| Random PromptingSource Language=es2023.05 | 51.9 | |
| Random PromptingSource Language=Average2023.05 | 49.9 | |
| Random PromptingSource Language=fr2023.05 | 47.9 | |
| Random PromptingSource Language=de2023.05 | 45.4 |