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Spatially inductive prediction on D1 advection–diffusion 15 stations held out
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0.55
RMSE (m)
NLBST
0.3992
1.4171
2.435
3.4529
Jun 12, 2026
RMSE (m)
RMSE (u)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (m)
RMSE (u)
NLBST
2026.06
0.55
0.76
APN
2026.06
0.7
0.94
GraFITi
2026.06
0.8
1.01
Linear-DSTM
2026.06
0.84
2.02
GRU-D
2026.06
1.96
2.1
FNO
2026.06
2.37
2.45
Latent ODE
2026.06
4.32
4.48
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