Function Module Discovery on Qwen 3B Instruct 2.5
56.9L(F)IterD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IterDK=52026.03 | 56.9 | 0.533 | 106.8 | |
| Spectral Co-clusterK=52026.03 | 34.6 | 0.404 | 85.6 | |
| K-MeansK=52026.03 | 28 | 0.466 | 60.1 | |
| Mini-Batch K-MeansK=52026.03 | 26.9 | 0.49 | 54.9 | |
| IterDK=102026.03 | 20.8 | 0.784 | 26.5 | |
| AgglomerativeK=52026.03 | 16.1 | 0.439 | 36.6 | |
| K-MeansK=102026.03 | 12.9 | 0.747 | 17.2 | |
| Spectral Co-clusterK=102026.03 | 12.4 | 0.57 | 21.7 | |
| IterDK=152026.03 | 11.3 | 0.964 | 11.8 | |
| AgglomerativeK=102026.03 | 7.5 | 0.624 | 12.1 | |
| IterDK=202026.03 | 7.3 | 1.107 | 6.6 | |
| Mini-Batch K-MeansK=102026.03 | 7.1 | 0.631 | 11.3 | |
| AgglomerativeK=152026.03 | 2.1 | 0.836 | 2.5 | |
| Mini-Batch K-MeansK=152026.03 | 1.4 | 0.818 | 1.7 | |
| K-MeansK=152026.03 | 1.1 | 0.853 | 1.3 | |
| Spectral Co-clusterK=152026.03 | 1.1 | 0.559 | 1.9 | |
| Mini-Batch K-MeansK=202026.03 | 0.7 | 0.931 | 0.7 | |
| SpectralK=102026.03 | 0.6 | 0.219 | 2.6 | |
| K-MeansK=202026.03 | 0.6 | 0.974 | 0.7 | |
| SpectralK=152026.03 | 0.4 | 0.423 | 0.8 | |
| AgglomerativeK=202026.03 | 0.3 | 0.94 | 0.3 | |
| SpectralK=202026.03 | 0.3 | 0.564 | 0.5 | |
| Spectral Co-clusterK=202026.03 | 0.1 | 0.659 | 0.1 | |
| SpectralK=52026.03 | 0 | 0.001 | 7.7 |