Individual Trajectory Prediction on BM1
2.05Mean Absolute Error (MAE)CADENCE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CADENCEData Access Type=Cross-Sectional Data, Prediction Horizon (H)=202026.05 | 2.05 | 0.07 | |
| OT-CFMData Access Type=Full Trajectory Data (Oracle), Prediction Horizon (H)=202026.05 | 3.29 | 0.044 | |
| NDPData Access Type=Full Trajectory Data (Oracle), Prediction Horizon (H)=202026.05 | 7.15 | 0.109 | |
| TIGONData Access Type=Full Trajectory Data (Oracle), Prediction Horizon (H)=202026.05 | 11.4 | 0.108 | |
| ODE2VAEData Access Type=Full Trajectory Data (Oracle), Prediction Horizon (H)=202026.05 | 18.67 | 0.867 | |
| LaDIDData Access Type=Full Trajectory Data (Oracle), Prediction Horizon (H)=202026.05 | 25.55 | 1.158 | |
| OT-CFMData Access Type=Cross-Sectional Data, Prediction Horizon (H)=202026.05 | 27.47 | 0.493 | |
| scNODEData Access Type=Full Trajectory Data (Oracle), Prediction Horizon (H)=202026.05 | 28.83 | 1 | |
| scNODEData Access Type=Cross-Sectional Data, Prediction Horizon (H)=202026.05 | 33.05 | 0.873 | |
| TIGONData Access Type=Cross-Sectional Data, Prediction Horizon (H)=202026.05 | 34.85 | 0.815 | |
| ODE-RNNData Access Type=Full Trajectory Data (Oracle), Prediction Horizon (H)=202026.05 | 45.93 | 1.446 | |
| CoDAData Access Type=Full Trajectory Data (Oracle), Prediction Horizon (H)=202026.05 | 57.95 | 2 |