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Benchmarks
Daily PM2.5 Forecasting on D3 Measured locations
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0.48
RMSE
NLBST
0.4512
0.6456
0.84
1.0344
Jun 12, 2026
RMSE
CRPS
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
CRPS
NLBST
spatial holdout=20%, r...
2026.06
0.48
0.28
GraFITi
spatial holdout=20%, r...
2026.06
0.5
0.34
Linear-DSTM
spatial holdout=20%, r...
2026.06
0.52
0.29
APN
spatial holdout=20%, r...
2026.06
0.63
0.44
GRU-D
spatial holdout=20%, r...
2026.06
1.12
0.72
FNO
spatial holdout=20%, r...
2026.06
1.12
0.73
Latent ODE
spatial holdout=20%, r...
2026.06
1.2
0.72
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