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PM2.5 Prediction research benchmarks · SOTA2 Research

PM2.5 Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EPA PM2.5 S1 (UAR 50/50)

2.186MAE (µg/m³)

8

Apr 23, 2026

European PM2.5 prediction 25 km resolution evaluation (test)

6.3RMSE (24h)

7

Mar 13, 2026

European PM2.5 prediction 1 km resolution evaluation (test)

6.85RMSE (T+1)

7

Mar 13, 2026

EEA ground monitoring stations T+1 Complex Stations 2022 (σz ≥ 50 m, N = 875)

16.67RMSE

7

Mar 13, 2026

EEA ground monitoring stations Flat Stations T+1 2022 (σz < 50 m, N = 2096)

8.94RMSE

7

Mar 13, 2026

EEA ground monitoring stations T+1 2022 (All Stations)

11.75RMSE

7

Mar 13, 2026

EPA PM2.5 S1 (Checkerboard (δ = 8°))

—

—Primary metric

0

Apr 23, 2026

Popular datasets

EEA ground monitoring stations European PM2.5 prediction EPA PM2.5

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