Classification on GPT-2 Phase 2 (test)
89.18AccuracyMagnitude
Evaluation results
| Method | Links | |
|---|---|---|
| MagnitudeCompression Ratio=~1.3×2026.06 | 89.18 | |
| WandaCompression Ratio=~1.3×2026.06 | 88.98 | |
| WandaCompression Ratio=~2.5×2026.06 | 88.83 | |
| Cascaded Multi-Granularity PruningCompression Ratio=~2.5×2026.06 | 88.27 | |
| Cascaded Multi-Granularity PruningCompression Ratio=~1.3×2026.06 | 88.25 | |
| WandaCompression Ratio=~3.7×2026.06 | 88.02 | |
| Cascaded Multi-Granularity PruningCompression Ratio=~3.7×2026.06 | 87.82 | |
| LLM-PrunerCompression Ratio=~2.5×2026.06 | 86.68 | |
| FLAPCompression Ratio=~1.3×2026.06 | 86.48 | |
| FLAPCompression Ratio=~3.7×2026.06 | 86.4 | |
| LLM-PrunerCompression Ratio=~5.8×2026.06 | 86.22 | |
| LLM-PrunerCompression Ratio=~1.3×2026.06 | 86.13 | |
| FLAPCompression Ratio=~2.5×2026.06 | 85.85 | |
| Cascaded Multi-Granularity PruningCompression Ratio=~5.8×2026.06 | 85.85 | |
| WandaCompression Ratio=~5.8×2026.06 | 85.8 | |
| FLAPCompression Ratio=~5.8×2026.06 | 85.38 | |
| LLM-PrunerCompression Ratio=~3.7×2026.06 | 85.22 | |
| Cascaded Multi-Granularity PruningCompression Ratio=~8.7×2026.06 | 84.55 | |
| LLM-PrunerCompression Ratio=~8.7×2026.06 | 83.97 | |
| Cascaded Multi-Granularity PruningCompression Ratio=~13.8×2026.06 | 83.82 | |
| MagnitudeCompression Ratio=~2.5×2026.06 | 83.62 | |
| FLAPCompression Ratio=~8.7×2026.06 | 81.6 | |
| MagnitudeCompression Ratio=~5.8×2026.06 | 81.27 | |
| LLM-PrunerCompression Ratio=~13.8×2026.06 | 80.12 | |
| MagnitudeCompression Ratio=~8.7×2026.06 | 80.1 | |
| WandaCompression Ratio=~8.7×2026.06 | 79.97 | |
| MagnitudeCompression Ratio=~3.7×2026.06 | 78.72 | |
| MagnitudeCompression Ratio=~13.8×2026.06 | 78.12 |