LDA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Topic Set Expansion | LDA-3K (Mild) | AUC91.24 | 10 | |
| Topic Set Expansion | LDA-1K (mild) | AUC70.66 | 10 | |
| Topic Set Expansion | LDA-1K (clean) | AUC76.05 | 10 | |
| Topic Set Expansion | LDA 1K | AUC73.31 | 10 | |
| Topic Set Expansion | LDA Severe 5K | AUC86.62 | 10 | |
| Topic Set Expansion | LDA Mild 5K | AUC89.7 | 10 | |
| Topic Set Expansion | LDA Clean 5K | AUC88.45 | 10 | |
| Topic Set Expansion | LDA 5K (Overall) | AUC88.46 | 10 |
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