Topic Detection on Text Datasets active topics
43.69AccuracySAE-TM
Evaluation results
| Method | Links | |
|---|---|---|
| SAE-TMNumber of Topics=5002025.11 | 43.69 | |
| SAE-TMNumber of Topics=3002025.11 | 40.32 | |
| SAE-TMNumber of Topics=Mean2025.11 | 38.26 | |
| SAE-TMNumber of Topics=2002025.11 | 37.95 | |
| SAE-TMNumber of Topics=502025.11 | 33.65 | |
| SAE-TMNumber of Topics=1002025.11 | 33.09 | |
| AVITMNumber of Topics=3002025.11 | 32.66 | |
| AVITMNumber of Topics=2002025.11 | 31.77 | |
| AVITMNumber of Topics=Mean2025.11 | 29 | |
| AVITMNumber of Topics=1002025.11 | 27.87 | |
| AVITMNumber of Topics=502025.11 | 27.76 | |
| TSCTMNumber of Topics=3002025.11 | 26.44 | |
| TSCTMNumber of Topics=2002025.11 | 25.16 | |
| AVITMNumber of Topics=5002025.11 | 25.05 | |
| TSCTMNumber of Topics=5002025.11 | 24.88 | |
| TSCTMNumber of Topics=Mean2025.11 | 24.15 | |
| TSCTMNumber of Topics=1002025.11 | 22.9 | |
| TSCTMNumber of Topics=502025.11 | 21.42 | |
| DecTMNumber of Topics=2002025.11 | 21.34 | |
| DecTMNumber of Topics=1002025.11 | 20.39 | |
| CombinedTMNumber of Topics=1002025.11 | 18.45 | |
| FastopicNumber of Topics=5002025.11 | 17.71 | |
| CombinedTMNumber of Topics=502025.11 | 17.3 | |
| CombinedTMNumber of Topics=2002025.11 | 17.18 | |
| FastopicNumber of Topics=3002025.11 | 16.14 | |
| DecTMNumber of Topics=502025.11 | 16.1 | |
| FastopicNumber of Topics=Mean2025.11 | 15.16 | |
| CombinedTMNumber of Topics=Mean2025.11 | 14.68 | |
| DecTMNumber of Topics=Mean2025.11 | 13.99 | |
| FastopicNumber of Topics=502025.11 | 13.94 | |
| FastopicNumber of Topics=2002025.11 | 13.3 | |
| CombinedTMNumber of Topics=5002025.11 | 12.45 | |
| FastopicNumber of Topics=1002025.11 | 12.03 | |
| ETMNumber of Topics=1002025.11 | 9.27 | |
| ETMNumber of Topics=502025.11 | 8.18 | |
| NSTMNumber of Topics=5002025.11 | 7.96 | |
| CombinedTMNumber of Topics=3002025.11 | 7.75 | |
| ETMNumber of Topics=Mean2025.11 | 7.66 | |
| ETMNumber of Topics=2002025.11 | 7.65 | |
| NSTMNumber of Topics=2002025.11 | 7.46 | |
| ETMNumber of Topics=3002025.11 | 6.95 | |
| NSTMNumber of Topics=502025.11 | 6.94 | |
| NSTMNumber of Topics=Mean2025.11 | 6.93 | |
| ETMNumber of Topics=5002025.11 | 6.89 | |
| DecTMNumber of Topics=3002025.11 | 6.41 | |
| DecTMNumber of Topics=5002025.11 | 6.41 | |
| NSTMNumber of Topics=3002025.11 | 6.37 | |
| NSTMNumber of Topics=1002025.11 | 5.58 | |
| DVAENumber of Topics=1002025.11 | 1.54 | |
| DVAENumber of Topics=5002025.11 | 0.75 | |
| DVAENumber of Topics=Mean2025.11 | 0.58 | |
| DVAENumber of Topics=2002025.11 | 0.37 | |
| DVAENumber of Topics=502025.11 | 0.33 | |
| DVAENumber of Topics=3002025.11 | 0.24 |