Function Module Discovery on Qwen 7B-Instruct 2.5
64.6L(F)IterD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IterDK=52026.03 | 64.6 | 0.445 | 145.2 | |
| Spectral Co-clusterK=52026.03 | 43.9 | 0.362 | 121.1 | |
| Mini-Batch K-MeansK=52026.03 | 32.8 | 0.418 | 78.3 | |
| K-MeansK=52026.03 | 29.6 | 0.4 | 74.1 | |
| IterDK=102026.03 | 25.2 | 0.702 | 35.9 | |
| Spectral Co-clusterK=102026.03 | 16.9 | 0.522 | 32.3 | |
| AgglomerativeK=52026.03 | 15 | 0.311 | 48.3 | |
| IterDK=152026.03 | 13.8 | 0.87 | 15.9 | |
| K-MeansK=102026.03 | 13.1 | 0.639 | 20.6 | |
| Mini-Batch K-MeansK=102026.03 | 12.5 | 0.624 | 20.1 | |
| AgglomerativeK=102026.03 | 9.8 | 0.518 | 18.8 | |
| IterDK=202026.03 | 9 | 1.008 | 8.9 | |
| Spectral Co-clusterK=152026.03 | 7.7 | 0.566 | 13.6 | |
| Spectral Co-clusterK=202026.03 | 4.3 | 0.634 | 6.8 | |
| K-MeansK=152026.03 | 2 | 0.797 | 2.6 | |
| Mini-Batch K-MeansK=152026.03 | 2 | 0.777 | 2.6 | |
| SpectralK=102026.03 | 1.3 | 0.384 | 3.4 | |
| SpectralK=52026.03 | 1 | 0.137 | 7.6 | |
| SpectralK=152026.03 | 1 | 0.556 | 1.7 | |
| Mini-Batch K-MeansK=202026.03 | 0.6 | 0.905 | 0.7 | |
| AgglomerativeK=202026.03 | 0.5 | 0.753 | 0.7 | |
| K-MeansK=202026.03 | 0.4 | 0.903 | 0.5 | |
| AgglomerativeK=152026.03 | 0.3 | 0.743 | 0.4 | |
| SpectralK=202026.03 | 0 | 0.834 | 0 |