Core Speed Prediction on C-MAPSS 90% RUL
14.3RMSELIP-C
Evaluation results
| Method | Links | |
|---|---|---|
| LIP-CBackbone=Natural cubic spline (GLM), LLM Agent=Claude Opus 4.72026.05 | 14.3 | |
| LIP-GBackbone=Natural cubic spline (GLM), LLM Agent=Gemini 3 Flash2026.05 | 15 | |
| Uniform EMBackbone=Natural cubic spline (GLM)2026.05 | 21.4 | |
| PooledBackbone=Natural cubic spline (GLM)2026.05 | 33.9 | |
| Target OnlyBackbone=Natural cubic spline (GLM)2026.05 | 43.7 |