Model Compression on wq (Performance, Model Size)
45.5PerformanceGBM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GBMCompression=None2026.05 | 45.5 | 0.683 | |
| ForestPruneMemory Budget=100KB2026.05 | 38.5 | 100 | |
| LOPMemory Budget=100KB2026.05 | 38.1 | 100 | |
| SCATEMemory Budget=100KB2026.05 | 35.8 | 100 | |
| FP-SCATEMemory Budget=100KB2026.05 | 35.6 | 100 | |
| FIREMemory Budget=10KB2026.05 | 34.6 | 10 | |
| FIREMemory Budget=100KB2026.05 | 34.6 | 100 | |
| SCATEMemory Budget=10KB2026.05 | 33.3 | 10 | |
| FP-SCATEMemory Budget=10KB2026.05 | 33.1 | 10 | |
| LOPMemory Budget=10KB2026.05 | 31.7 | 10 | |
| TreeExtractMemory Budget=10KB2026.05 | 30 | 10 | |
| TreeExtractMemory Budget=100KB2026.05 | 30 | 100 | |
| ForestPruneMemory Budget=10KB2026.05 | 28.7 | 10 |