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Time Series Regression research benchmarks – Page 2 · SOTA2 Research

Time Series Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

us_change 0.7 fraction (train)

Attention Lasso

11.4Relative Improvement

4

Feb 26, 2026

us_change 0.6 fraction (train)

0.485Relative Improvement over Baseline

4

Feb 26, 2026

us_change (0.5 train fraction)

64.4Relative Improvement (%)

4

Feb 26, 2026

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us_change IMS bearing HouseholdPowerConsumption MoCap automobile

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