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Benchmarks
PM2.5 Prediction on EEA ground monitoring stations T+1 2022 (All Stations)
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11.75
RMSE
CRAN-PM
11.6968
12.0559
12.415
12.7741
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
11.75
4.84
0.78
-0.86
SimVP
Model Type=Neural mode...
2026.03
11.91
4.97
0.7
-1.14
Earthformer
Model Type=Neural mode...
2026.03
11.91
5.02
0.69
-1.18
ConvLSTM
Model Type=Neural mode...
2026.03
11.94
4.96
0.68
-1.14
ClimaX
Model Type=Neural mode...
2026.03
11.97
5.02
0.67
-1.13
TopoFlow
Model Type=Neural mode...
2026.03
12.01
4.96
0.71
-1.49
CAMS
Model Type=Physical model
2026.03
13.08
6.16
0.52
-3.48
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