Topic Relevance Prediction on Text Datasets Mean
64.14Score (Threshold 50)SAE-TM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAE-TM2025.11 | 64.14 | 63.74 | 66.49 | 67.54 | 69.36 | 66.51 | |
| AVITM2025.11 | 61.34 | 61.67 | 63.29 | 63.94 | 59.99 | 61.66 | |
| TSCTM2025.11 | 60.32 | 60.97 | 61.98 | 62.63 | 62 | 61.57 | |
| CombinedTM2025.11 | 58.05 | 58.61 | 58.19 | 53.37 | 55.56 | 56.73 | |
| DecTM2025.11 | 57.45 | 59.21 | 59.16 | 51.95 | 52.6 | 56.08 | |
| Fastopic2025.11 | 55.25 | 54.62 | 55.44 | 57.14 | 57.65 | 56.26 | |
| ETM2025.11 | 52.89 | 53.55 | 52.83 | 52.65 | 52.61 | 52.88 | |
| NSTM2025.11 | 50.01 | 50.78 | 51.57 | 50.97 | 52.62 | 51.36 | |
| DVAE2025.11 | 49.84 | 49.88 | 49.68 | 49.79 | 49.9 | 49.74 |