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Physical law recovery research benchmarks · SOTA2 Research

Physical law recovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tier II 10% noise

0.031NRMSE (Interpolated)

5

Mar 10, 2026

Tier I 133 systems

96.2Exact Recovery (1% Noise)

5

Mar 10, 2026

Tier III 10% noise, 75% hidden

39.4Exact Recovery

5

Mar 10, 2026

Tier III 10% noise, 50% hidden

61.2Exact Recovery Rate

5

Mar 10, 2026

Tier III 10% noise, 25% hidden

78.3Exact Recovery

5

Mar 10, 2026

Popular datasets

Tier Tier III Tier I

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