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Papers Benchmarks Datasets Tasks

Nightlight Prediction research benchmarks · SOTA2 Research

Nightlight Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NYC Target from CHI & SF

0.891R^2

16

Feb 26, 2026

39.4MAE

8

Feb 26, 2026

142.1MAE

8

Feb 26, 2026

42.3MAE

8

Feb 26, 2026

Staten Island Suburban (test)

0.939R^2

8

Feb 26, 2026

SF latest (Target)

41MAE

8

Feb 26, 2026

CHI latest (Target)

165.8MAE

8

Feb 26, 2026

NYC latest (Target)

44.1MAE

8

Feb 26, 2026

Staten Island (test)

0.945R^2

8

Feb 26, 2026

SF Target from NYC & CHI

0.845R^2

8

Feb 26, 2026

Popular datasets

SF NYC CHI Staten Island

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