Core Speed Prediction on C-MAPSS 50% RUL
17.7RMSE (Core Speed)LIP-C
Evaluation results
| Method | Links | |
|---|---|---|
| LIP-CBackbone=Natural cubic spline (GLM), LLM Agent=Claude Opus 4.72026.05 | 17.7 | |
| LIP-GBackbone=Natural cubic spline (GLM), LLM Agent=Gemini 3 Flash2026.05 | 17.9 | |
| Uniform EMBackbone=Natural cubic spline (GLM)2026.05 | 24.9 | |
| Target OnlyBackbone=Natural cubic spline (GLM)2026.05 | 36.6 | |
| PooledBackbone=Natural cubic spline (GLM)2026.05 | 44.7 |