Newsgroup
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text classification | Newsgroup Religion (5-fold cross-validation) | Accuracy55.7 | 36 | |
| Text classification | Newsgroup Science (5-fold cross-validation) | Accuracy0.86 | 36 | |
| Document Clustering | Newsgroup Religion | Purity50 | 18 | |
| Document Clustering | Newsgroup Science | Purity73 | 18 | |
| Topic Modeling | Newsgroup Religion | Cv0.451 | 18 | |
| Topic Modeling | Newsgroup Science | Cv0.493 | 18 | |
| Topic Modeling | 20NewsGroup | NPMI (K=10)0.199 | 6 | |
| Target classification and novel class prevalence estimation | Newsgroup20 (target) | Accuracy (All Classes)62.2 | 5 | |
| Text Classification | 20 Newsgroup | Accuracy90 | 4 |
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