Spatially inductive prediction on D1 advection–diffusion (10 stations held out)
0.52RMSE (m)NLBST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NLBST2026.06 | 0.52 | 0.78 | |
| APN2026.06 | 0.63 | 0.88 | |
| GraFITi2026.06 | 0.7 | 0.94 | |
| Linear-DSTM2026.06 | 1.27 | 3.12 | |
| GRU-D2026.06 | 1.8 | 1.99 | |
| FNO2026.06 | 2.5 | 2.59 | |
| Latent ODE2026.06 | 4.39 | 4.56 |