Model Compression on boston (Accuracy / R2)
87Accuracy / R2 ScoreFP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FPSize=100KB2026.05 | 87 | — | |
| ForestPruneMemory Budget=100KB2026.05 | 86.6 | 100 | |
| GBMCompression=None2026.05 | 86.2 | 0.581 | |
| GBMSize=Original2026.05 | 86 | — | |
| SCATEMemory Budget=100KB2026.05 | 84.2 | 100 | |
| SCATESize=100KB2026.05 | 84 | — | |
| LOPSize=100KB2026.05 | 83 | — | |
| LOPMemory Budget=100KB2026.05 | 82.6 | 100 | |
| TESize=100KB2026.05 | 82 | — | |
| TreeExtractMemory Budget=100KB2026.05 | 81.7 | 100 | |
| LOPSize=10KB2026.05 | 81 | — | |
| LOPMemory Budget=10KB2026.05 | 80.7 | 10 | |
| TESize=10KB2026.05 | 79 | — | |
| SCATESize=10KB2026.05 | 79 | — | |
| SCATEMemory Budget=10KB2026.05 | 79 | 10 | |
| TreeExtractMemory Budget=10KB2026.05 | 78.6 | 10 | |
| FPSize=10KB2026.05 | 78 | — | |
| FIRESize=10KB2026.05 | 78 | — | |
| FIRESize=100KB2026.05 | 78 | — | |
| FIREMemory Budget=10KB2026.05 | 77.7 | 10 | |
| FIREMemory Budget=100KB2026.05 | 77.7 | 100 | |
| ForestPruneMemory Budget=10KB2026.05 | 77.5 | 10 | |
| FP-SCATESize=100KB2026.05 | 76 | — | |
| FP-SCATEMemory Budget=100KB2026.05 | 75.9 | 100 | |
| FP-SCATESize=10KB2026.05 | 71 | — | |
| FP-SCATEMemory Budget=10KB2026.05 | 71 | 10 |