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PM2.5 prediction on EPA PM2.5 S1 (UAR 50/50)
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2.186
MAE (µg/m³)
PCL
2.14648
2.41324
2.68
2.94676
Apr 20, 2026
MAE (µg/m³)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE (µg/m³)
PCL
Category=Trained locat...
2026.04
2.186
Proxy pretraining
Category=Frozen locati...
2026.04
2.19
without PCL
Category=Trained locat...
2026.04
2.239
Climplicit
Category=Frozen locati...
2026.04
2.286
GeoCLIP
Category=Frozen locati...
2026.04
2.36
Proxy-stacked obs. encoder
Category=Baselines, Ti...
2026.04
2.388
Obs. encoder only
Category=Baselines, Ti...
2026.04
2.428
Proxy-only regression
Category=Baselines
2026.04
3.174
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