Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Pollution dataset and benchmarks · SOTA2 Research

Research Datasets

Pollution

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Sensor-Space Imputation

Pollution Synthetic PDE

0.115RMSE

9

Global field reconstruction

Pollution Synthetic PDE

0.433RMSE

9

Sensor-holdout reconstruction

Pollution PM10 PM2.5 (sensor-holdout)

80.76PM10 RMSE

7

Sensor-space imputation

Pollution PM10/PM2.5

39.25RMSE (Variable 1)

7

Popular tasks

Sensor-space imputation Global field reconstruction Sensor-holdout reconstruction

Follow for updates

Join SOTA2 Contact