Model Compression on adult (Performance, Model Size)
85.6PerformanceTreeExtract
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TreeExtractMemory Budget=100KB2026.05 | 85.6 | 100 | |
| GBMCompression=None2026.05 | 85.3 | 0.705 | |
| TreeExtractMemory Budget=10KB2026.05 | 85.3 | 10 | |
| ForestPruneMemory Budget=100KB2026.05 | 85.3 | 100 | |
| FP-SCATEMemory Budget=100KB2026.05 | 85.3 | 100 | |
| SCATEMemory Budget=100KB2026.05 | 85.3 | 100 | |
| LOPMemory Budget=100KB2026.05 | 85.2 | 100 | |
| FP-SCATEMemory Budget=10KB2026.05 | 84.6 | 10 | |
| SCATEMemory Budget=10KB2026.05 | 84.6 | 10 | |
| LOPMemory Budget=10KB2026.05 | 84.4 | 10 | |
| ForestPruneMemory Budget=10KB2026.05 | 81.9 | 10 | |
| FIREMemory Budget=10KB2026.05 | 81.4 | 10 | |
| FIREMemory Budget=100KB2026.05 | 81.4 | 100 |