| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Topic Detection | Text Datasets active topics | Accuracy43.69 | 54 | |
| Topic Modeling | Five text datasets (News-20K, IMDB, Yelp, DailyMail, Twitter) | Intruder Detection Accuracy (CI)54.31 | 45 | |
| Topic Relevance Prediction | Text Datasets Mean | Score (Threshold 50)64.14 | 9 | |
| Outlier detection | Text datasets | AP9.77 | 2 |