Car-following Acceleration Prediction on NGSIM Pipeline R rolling-mean filtered, 0.8 s shift (test)
37.54Rolling R2NOVA Best Cell
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NOVA Best CellReference=Eq. 7, Composition=Aggr×Trans2026.06 | 37.54 | — | |
| NOVA Global Champion2026.06 | 33.4 | — | |
| NOVA Rank-4Reference=Eq. 12026.06 | 29.12 | 1.869 | |
| KraussStatus=calibrated, Calibration Method=L-BFGS-B2026.06 | 24.38 | 2.05 | |
| CTH-RVYear=2025, Calibration Method=L-BFGS-B2026.06 | 4.57 | 2.17 | |
| SR-LLM Model 1Year=2025, Calibration Method=L-BFGS-B2026.06 | 2.68 | 2.19 | |
| SR-LLM Model 2Year=2025, Calibration Method=L-BFGS-B2026.06 | 1.5 | 2.2 | |
| VIS-DSR-GPYear=2024, Calibration Method=L-BFGS-B2026.06 | 0.49 | 2.21 | |
| SciNet-CFMYear=2025, Calibration Method=L-BFGS-B2026.06 | -0.3 | 2.22 | |
| IDMParameters=5-param, Status=calibrated, Calibration Method=L-BFGS-B2026.06 | -68.01 | 3.01 |