Sentiment
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sentiment Analysis | Sentiment | RAC66.9 | 29 | |
| Distribution Alignment | Sentiment Even | MAE0.075 | 20 | |
| Performance prediction | Sentiment temporal (out-of-domain) | ROC AUC0.834 | 10 | |
| Performance prediction | Sentiment temporal (in-domain) | ROC AUC0.852 | 10 | |
| Performance prediction | Sentiment categories (out-of-domain) | ROC AUC0.822 | 10 | |
| Performance prediction | Sentiment categories (in-domain) | ROC AUC0.845 | 10 | |
| Natural Language Generation | Sentiment | ROUGE-152.85 | 8 | |
| Classification | Sentiment real-world (test) | Accuracy88 | 7 | |
| Classification | Sentiment | Weighted F162.93 | 3 | |
| Sentiment Classification | Sentiment | Original Accuracy94.6 | 3 | |
| Sentiment-controlled generation | Sentiment Human Evaluation (test) | Fluency3.51 | 3 |
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