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Gradient Estimation research benchmarks · SOTA2 Research

Gradient Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2D Point Mass Control

Generator Gradient

0.407Avg SE

16

Feb 26, 2026

Fixed-ω0 IV experiment sine-IV design

0.01RMSE

15

May 21, 2026

Fitted Q-evaluation

0.008RMSE

15

May 21, 2026

Instrumental-Variable (IV)

0.01RMSE

15

May 21, 2026

Popular datasets

2D Point Mass Control Instrumental-Variable Fitted Q-evaluation Fixed-ω0 IV experiment

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