Model Compression on abalone (Performance, Model Size)
57.1Performance ScoreSCATE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCATEMemory Budget=100KB2026.05 | 57.1 | 100 | |
| SCATEMemory Budget=10KB2026.05 | 56.2 | 10 | |
| FP-SCATEMemory Budget=100KB2026.05 | 55.2 | 100 | |
| FP-SCATEMemory Budget=10KB2026.05 | 54.7 | 10 | |
| TreeExtractMemory Budget=100KB2026.05 | 54.7 | 100 | |
| TreeExtractMemory Budget=10KB2026.05 | 54 | 10 | |
| GBMCompression=None2026.05 | 52.9 | 0.69 | |
| ForestPruneMemory Budget=100KB2026.05 | 52.8 | 100 | |
| LOPMemory Budget=100KB2026.05 | 52 | 100 | |
| LOPMemory Budget=10KB2026.05 | 50.5 | 10 | |
| FIREMemory Budget=10KB2026.05 | 46.5 | 10 | |
| FIREMemory Budget=100KB2026.05 | 46.5 | 100 | |
| ForestPruneMemory Budget=10KB2026.05 | 44.5 | 10 |