Scaling Law Prediction on MMLU
0.0206MAENEUNEU
Evaluation results
| Method | Links | |
|---|---|---|
| NEUNEUPure forecasting=true2026.01 | 0.0206 | |
| AveragePure forecasting=true2026.01 | 0.0207 | |
| HistDiffAccess to ground truth accuracy=true2026.01 | 0.0208 | |
| NoLossPure forecasting=true2026.01 | 0.0209 | |
| DiffProbeAccess to ground truth accuracy=true2026.01 | 0.0252 | |
| LogisticAccess to ground truth accuracy=true2026.01 | 0.0332 | |
| LC-PFNPure forecasting=true2026.01 | 0.0382 |