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Benchmarks
PM2.5 Prediction on EEA ground monitoring stations T+1 Complex Stations 2022 (σz ≥ 50 m, N = 875)
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16.67
RMSE
CRAN-PM
16.6428
16.8264
17.01
17.1936
Mar 12, 2026
RMSE
MAE
SSIM
Bias
Updated 2mo ago
Evaluation Results
Method
Method
Links
RMSE
MAE
SSIM
Bias
CRAN-PM
Model Type=Neural mode...
2026.03
16.67
4.78
75
-1.13
Earthformer
Model Type=Neural mode...
2026.03
16.75
5
59
-1.32
SimVP
Model Type=Neural mode...
2026.03
16.79
4.97
60
-1.37
ClimaX
Model Type=Neural mode...
2026.03
16.79
5.04
57
-1.44
ConvLSTM
Model Type=Neural mode...
2026.03
16.8
4.95
58
-1.39
TopoFlow
Model Type=Neural mode...
2026.03
16.91
4.98
62
-1.77
CAMS
Model Type=Physical model
2026.03
17.35
5.9
45
-2.69
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