Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
PM2.5 concentration estimation on OpenAQ 2017-2022 (5-fold location-grouped spatial CV)
Loading...
30.54
RMSE (µg/m3)
XGBoost
30.432
31.161
31.89
32.619
Apr 5, 2026
RMSE (µg/m3)
MAE (µg/m3)
R2
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (µg/m3)
MAE (µg/m3)
R2
XGBoost
2026.04
30.54
14.43
0.155
LightGBM
2026.04
30.83
14.54
0.134
Ridge
2026.04
32.02
16.2
0.069
Seasonal Naive
2026.04
33.24
17.51
0.003
Feedback
Search any
task
Search any
task