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Sensor-holdout reconstruction on Pollution PM10 PM2.5 (sensor-holdout)
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80.76
PM10 RMSE
ImputeFormer
77.1544
101.4922
125.83
150.1678
Oct 4, 2025
PM10 RMSE
PM10 MAE
PM2.5 RMSE
PM2.5 MAE
Updated 14d ago
Evaluation Results
Method
Method
Links
PM10 RMSE
PM10 MAE
PM2.5 RMSE
PM2.5 MAE
ImputeFormer
2025.10
80.76
47.09
38.93
21.15
Senseiver
2025.10
86.51
50.6
39.84
22.77
FieldFormer
2025.10
115
69.63
45.95
26.76
Fourier-MLP
2025.10
121.7
82.31
67.77
42.41
SIREN
2025.10
149.4
103.6
82.73
54.26
SVGP
2025.10
166.5
122
99.17
68.2
RecFNO
2025.10
170.9
127.4
75.75
52.74
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