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Benchmarks
Long-horizon forecasting on D3 (PM2.5), H=50
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0.49
RMSE
NLBST
-2.0194
14.91905
31.8575
48.79595
Jun 12, 2026
RMSE
CRPS
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
CRPS
NLBST
2026.06
0.49
0.286
APN
2026.06
0.787
0.595
GraFITi
2026.06
0.888
0.708
GRU-D
2026.06
1.238
1.08
Latent ODE
2026.06
1.304
0.925
FNO
2026.06
1.407
0.83
Linear-DSTM
2026.06
63.225
35.082
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