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Spatial Causal Inference research benchmarks · SOTA2 Research

Spatial Causal Inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SpaCE Air Pollution and Mortality PM2.5 -> m, rd=1, rho_pop confounding 1.0 (test)

0.02DIR Error

23

Jun 30, 2026

SpaCE PM2.5 Components SO4 -> PM2.5, rd=1, OC confounding 1.0 (test)

1.57DIR Score

12

Jun 30, 2026

SpaCE PM2.5 Components (SO4 -> PM2.5, rd=2, Conf: OC) v1.0 (test)

1.24Direct Effect (DIR)

11

Jun 30, 2026

SpaCE PM2.5 Components (SO4 -> PM2.5, rd=2, Conf: NH4) v1.0 (test)

1.23DIR Score

11

Jun 30, 2026

SpaCE - Air Pollution and Mortality PM2.5 -> m, rd=1, Conf: qsummer v1.0 (test)

0.02Directional Error

11

Jun 30, 2026

Popular datasets

SPACE SpaCE Air Pollution and Mortality SpaCE PM2.5 Components

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