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Spatiotemporal Inference research benchmarks · SOTA2 Research

Spatiotemporal Inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic 2D Grid Matérn-3/2 kernel

483.24ESS/sec

35

Apr 1, 2026

Matérn-1/2 simulated 2D grid N=4096 1.0

0.005MSE

6

Apr 1, 2026

Matérn-1/2 simulated 2D grid 1.0 (N=2304)

0.013MSE

6

Apr 1, 2026

Matérn-1-2 simulated 2D grid 1.0 (N=1024)

0.009MSE (y_gp vs y_hat)

6

Apr 1, 2026

Matérn-1/2 simulated 2D grid 1.0 (N=576)

0.005MSE

6

Apr 1, 2026

Matérn-1/2 simulated 2D grid 1.0 (N=256)

0.002MSE

6

Apr 1, 2026

non-separable spatiotemporal kernel

105.48Inference Time (s)

5

Apr 1, 2026

Popular datasets

Matérn-1/2 Matérn Synthetic 2D Grid non-separable spatiotemporal kernel Matérn-1/2 simulated 2D grid

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