Model Compression on banknote
100Accuracy / R2SCATE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCATESize=10KB2026.05 | 100 | — | |
| FP-SCATESize=10KB2026.05 | 100 | — | |
| TESize=100KB2026.05 | 100 | — | |
| SCATESize=100KB2026.05 | 100 | — | |
| FP-SCATESize=100KB2026.05 | 100 | — | |
| SCATEMemory Budget=10KB2026.05 | 100 | 10 | |
| SCATEMemory Budget=100KB2026.05 | 100 | 100 | |
| FP-SCATEMemory Budget=10KB2026.05 | 99.8 | 10 | |
| FP-SCATEMemory Budget=100KB2026.05 | 99.8 | 100 | |
| TreeExtractMemory Budget=100KB2026.05 | 99.5 | 100 | |
| TreeExtractMemory Budget=10KB2026.05 | 99.1 | 10 | |
| TESize=10KB2026.05 | 99 | — | |
| FPSize=100KB2026.05 | 99 | — | |
| ForestPruneMemory Budget=100KB2026.05 | 98.6 | 100 | |
| GBMCompression=None2026.05 | 98.5 | 0.471 | |
| FIREMemory Budget=10KB2026.05 | 98.2 | 10 | |
| FIREMemory Budget=100KB2026.05 | 98.2 | 100 | |
| GBMSize=Original2026.05 | 98 | — | |
| LOPSize=10KB2026.05 | 98 | — | |
| FIRESize=10KB2026.05 | 98 | — | |
| LOPSize=100KB2026.05 | 98 | — | |
| FIRESize=100KB2026.05 | 98 | — | |
| LOPMemory Budget=10KB2026.05 | 97.7 | 10 | |
| LOPMemory Budget=100KB2026.05 | 97.7 | 100 | |
| FPSize=10KB2026.05 | 95 | — | |
| ForestPruneMemory Budget=10KB2026.05 | 94.7 | 10 |