Sentiment Classification on MARC German (de) (test)
45.8Macro F1Semantic Alignment
Evaluation results
| Method | Links | |
|---|---|---|
| Semantic AlignmentSource Language=en2023.05 | 45.8 | |
| X-InSTASource Language=en2023.05 | 38.2 | |
| Random PromptingSource Language=en2023.05 | 38 | |
| Semantic AlignmentSource Language=es2023.05 | 37.7 | |
| Semantic AlignmentSource Language=fr2023.05 | 37.6 | |
| Semantic AlignmentSource Language=Average2023.05 | 37.5 | |
| X-InSTASource Language=fr2023.05 | 35.6 | |
| Task-based AlignmentSource Language=en2023.05 | 35.5 | |
| X-InSTASource Language=Average2023.05 | 35 | |
| X-InSTASource Language=es2023.05 | 34.8 | |
| Random PromptingSource Language=Average2023.05 | 34.5 | |
| Random PromptingSource Language=fr2023.05 | 34 | |
| Random PromptingSource Language=es2023.05 | 33.9 | |
| Task-based AlignmentSource Language=Average2023.05 | 33.8 | |
| Task-based AlignmentSource Language=fr2023.05 | 33.6 | |
| Task-based AlignmentSource Language=es2023.05 | 33.4 | |
| Random PromptingSource Language=ja2023.05 | 33.3 | |
| Random PromptingSource Language=zh2023.05 | 33.3 | |
| Semantic AlignmentSource Language=ja2023.05 | 33.3 | |
| Semantic AlignmentSource Language=zh2023.05 | 33.3 | |
| Task-based AlignmentSource Language=ja2023.05 | 33.3 | |
| Task-based AlignmentSource Language=zh2023.05 | 33.3 | |
| X-InSTASource Language=ja2023.05 | 33.3 | |
| X-InSTASource Language=zh2023.05 | 33.3 |