Function Module Discovery on Qwen2.5-1.5B-Instruct
31.4L(F)IterD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IterDK=52026.03 | 31.4 | 0.465 | 67.5 | |
| Spectral Co-clusterK=52026.03 | 24 | 0.38 | 63.2 | |
| Mini-Batch K-MeansK=52026.03 | 23.4 | 0.406 | 57.6 | |
| K-MeansK=52026.03 | 19.2 | 0.409 | 46.9 | |
| IterDK=102026.03 | 12 | 0.711 | 16.9 | |
| AgglomerativeK=52026.03 | 10.1 | 0.311 | 32.4 | |
| SpectralK=52026.03 | 9.6 | 0.335 | 28.7 | |
| Spectral Co-clusterK=102026.03 | 7.9 | 0.522 | 15.1 | |
| IterDK=152026.03 | 6.6 | 0.892 | 7.5 | |
| K-MeansK=102026.03 | 5.7 | 0.644 | 8.8 | |
| AgglomerativeK=102026.03 | 5.2 | 0.599 | 8.7 | |
| IterDK=202026.03 | 4.4 | 1.048 | 4.2 | |
| Mini-Batch K-MeansK=102026.03 | 4.2 | 0.63 | 6.7 | |
| Spectral Co-clusterK=152026.03 | 3.8 | 0.583 | 6.4 | |
| SpectralK=102026.03 | 2.8 | 0.566 | 5 | |
| Spectral Co-clusterK=202026.03 | 2 | 0.636 | 3.1 | |
| Mini-Batch K-MeansK=152026.03 | 1.9 | 0.752 | 2.6 | |
| AgglomerativeK=152026.03 | 1.9 | 0.655 | 2.9 | |
| AgglomerativeK=202026.03 | 1 | 0.731 | 1.3 | |
| K-MeansK=152026.03 | 0.9 | 0.829 | 1.1 | |
| SpectralK=152026.03 | 0.7 | 0.75 | 0.9 | |
| Mini-Batch K-MeansK=202026.03 | 0.5 | 0.855 | 0.6 | |
| K-MeansK=202026.03 | 0.4 | 0.943 | 0.4 | |
| SpectralK=202026.03 | 0.3 | 0.914 | 0.3 |