Model Compression on student (Performance, Model Size)
85.7PerformanceForestPrune
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ForestPruneMemory Budget=100KB2026.05 | 85.7 | 100 | |
| SCATEMemory Budget=100KB2026.05 | 83.8 | 100 | |
| SCATEMemory Budget=10KB2026.05 | 83.7 | 10 | |
| GBMCompression=None2026.05 | 83.2 | 0.689 | |
| ForestPruneMemory Budget=10KB2026.05 | 81.1 | 10 | |
| LOPMemory Budget=10KB2026.05 | 78.9 | 10 | |
| LOPMemory Budget=100KB2026.05 | 78.9 | 100 | |
| TreeExtractMemory Budget=10KB2026.05 | 78.5 | 10 | |
| TreeExtractMemory Budget=100KB2026.05 | 78.5 | 100 | |
| FIREMemory Budget=10KB2026.05 | 75.2 | 10 | |
| FIREMemory Budget=100KB2026.05 | 75.2 | 100 | |
| FP-SCATEMemory Budget=100KB2026.05 | 70.1 | 100 | |
| FP-SCATEMemory Budget=10KB2026.05 | 69.9 | 10 |