Model Compression on concrete (Performance, Model Size)
92.1PerformanceGBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GBMCompression=None2026.05 | 92.1 | 0.687 | |
| TreeExtractMemory Budget=100KB2026.05 | 91.5 | 100 | |
| LOPMemory Budget=100KB2026.05 | 90.8 | 100 | |
| ForestPruneMemory Budget=100KB2026.05 | 90.1 | 100 | |
| SCATEMemory Budget=100KB2026.05 | 87.9 | 100 | |
| TreeExtractMemory Budget=10KB2026.05 | 87 | 10 | |
| FP-SCATEMemory Budget=100KB2026.05 | 86.8 | 100 | |
| FIREMemory Budget=10KB2026.05 | 84.5 | 10 | |
| FIREMemory Budget=100KB2026.05 | 84.5 | 100 | |
| LOPMemory Budget=10KB2026.05 | 83.4 | 10 | |
| FP-SCATEMemory Budget=10KB2026.05 | 81.4 | 10 | |
| SCATEMemory Budget=10KB2026.05 | 79 | 10 | |
| ForestPruneMemory Budget=10KB2026.05 | 71.1 | 10 |