Core Speed Prediction on C-MAPSS (10% RUL)
7.3RMSEUniform EM
Evaluation results
| Method | Links | |
|---|---|---|
| Uniform EMBackbone=Natural cubic spline (GLM)2026.05 | 7.3 | |
| LIP-GBackbone=Natural cubic spline (GLM), LLM Agent=Gemini 3 Flash2026.05 | 9 | |
| Target OnlyBackbone=Natural cubic spline (GLM)2026.05 | 10.1 | |
| LIP-CBackbone=Natural cubic spline (GLM), LLM Agent=Claude Opus 4.72026.05 | 11.5 | |
| PooledBackbone=Natural cubic spline (GLM)2026.05 | 82.9 |