Final-loss prediction on StepLaw (Out-of-distribution)
0.0199MAENCPL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| NCPLTraining Protocol=scratch, Backbone Size=135M2026.02 | 0.0199 | 0.0284 | 0.991 | |
| NCPLTraining Protocol=fine-tuning, Backbone Size=1.7B2026.02 | 0.0223 | 0.0345 | 0.9837 | |
| NCPLTraining Protocol=scratch, Backbone Size=1.7B2026.02 | 0.0225 | 0.0313 | 0.9876 | |
| XGBoost2026.02 | 0.0246 | 0.0332 | 0.9863 | |
| NCPLTraining Protocol=scratch, Backbone Size=135M2026.02 | 0.0376 | 0.1666 | — | |
| NCPLTraining Protocol=scratch, Backbone Size=1.7B2026.02 | 0.0384 | 0.1709 | — | |
| NCPLTraining Protocol=fine-tuning, Backbone Size=1.7B2026.02 | 0.0415 | 0.1696 | — | |
| Chinchilla Law2026.02 | 0.044 | 0.067 | 0.9141 | |
| XGBoost2026.02 | 0.0471 | 0.1834 | — |