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Papers Benchmarks Datasets Tasks

Sensor-space imputation research benchmarks · SOTA2 Research

Sensor-space imputation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SWE Synthetic PDE

0.046RMSE

9

May 20, 2026

Pollution Synthetic PDE

0.115RMSE

9

May 20, 2026

Heat Synthetic PDE

0.098RMSE

9

May 20, 2026

Pollution PM10/PM2.5

39.25RMSE (Variable 1)

7

May 20, 2026

Atmospheric Ux Vy

0.665Variable 1 RMSE

7

May 20, 2026

Atmospheric AT/RH

0.997RMSE (Variable 1)

7

May 20, 2026

Popular datasets

Pollution Atmospheric SWE Heat

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