Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Air quality prediction on Air Quality (UAR 50/50 spatial split)
Loading...
0.671
R^2
PCL
0.21236
0.33143
0.4505
0.56957
Apr 20, 2026
R^2
RMSE (µg/m³)
MBE (µg/m³)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R^2
RMSE (µg/m³)
MBE (µg/m³)
PCL
Location-encoder fusio...
2026.04
0.671
3.988
0.024
Proxy pretraining (ours)
Location-encoder fusio...
2026.04
0.666
4.016
0.124
without PCL
Location-encoder fusio...
2026.04
0.655
4.082
0.006
Climplicit
Location-encoder fusio...
2026.04
0.642
4.161
0.026
GeoCLIP
Location-encoder fusio...
2026.04
0.631
4.222
0.178
Proxy-stacked obs. encoder
Category=Baselines
2026.04
0.61
4.344
0.121
Obs. encoder only
Category=Baselines
2026.04
0.598
4.407
0.045
Proxy-only regression
Category=Baselines
2026.04
0.23
6.101
0.049
Feedback
Search any
task
Search any
task