Model Compression on friedman 1 (Performance, Model Size)
97.2PerformanceSCATE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCATEMemory Budget=100KB2026.05 | 97.2 | 100 | |
| FP-SCATEMemory Budget=100KB2026.05 | 92.7 | 100 | |
| TreeExtractMemory Budget=10KB2026.05 | 91.7 | 10 | |
| TreeExtractMemory Budget=100KB2026.05 | 91.7 | 100 | |
| GBMCompression=None2026.05 | 91 | 0.717 | |
| LOPMemory Budget=100KB2026.05 | 90.5 | 100 | |
| ForestPruneMemory Budget=100KB2026.05 | 89.9 | 100 | |
| SCATEMemory Budget=10KB2026.05 | 89.3 | 10 | |
| LOPMemory Budget=10KB2026.05 | 87.4 | 10 | |
| FP-SCATEMemory Budget=10KB2026.05 | 86.7 | 10 | |
| FIREMemory Budget=10KB2026.05 | 79 | 10 | |
| FIREMemory Budget=100KB2026.05 | 79 | 100 | |
| ForestPruneMemory Budget=10KB2026.05 | 68 | 10 |