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Benchmarks
Long-horizon forecasting on D3 PM2.5 H=30
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0.59
RMSE
NLBST
-0.153
4.86225
9.8775
14.89275
Jun 12, 2026
RMSE
CRPS
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
CRPS
NLBST
2026.06
0.59
0.347
GraFITi
2026.06
0.863
0.684
APN
2026.06
0.953
0.765
Latent ODE
2026.06
1.232
0.848
FNO
2026.06
1.288
0.781
GRU-D
2026.06
1.314
1.151
Linear-DSTM
2026.06
19.165
9.106
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