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Benchmarks
Sensor-space Imputation on Pollution PM10/PM2.5
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39.25
RMSE (Variable 1)
FieldFormer
34.904
64.2395
93.575
122.9105
Oct 4, 2025
RMSE (Variable 1)
MAE (Variable 1)
RMSE (Variable 2)
MAE (Variable 2)
Updated 14d ago
Evaluation Results
Method
Method
Links
RMSE (Variable 1)
MAE (Variable 1)
RMSE (Variable 2)
MAE (Variable 2)
FieldFormer
2025.10
39.25
20.28
22.06
11.23
RecFNO
2025.10
53.84
31.25
32.91
17.65
ImputeFormer
2025.10
58.96
35.2
36.27
19.09
Senseiver
2025.10
60.05
36.94
36.21
19.98
Fourier-MLP
2025.10
83.48
54.81
53.19
31.74
SIREN
2025.10
92.81
62.41
58.95
35.93
SVGP
2025.10
147.9
110
98.19
67.41
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