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Example-count generalization research benchmarks · SOTA2 Research

Example-count generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1D conservation law 10,000 steps k=5 examples (standardized retraining)

InterpolatedDemoPE

0.041MAE

7

May 12, 2026

1D conservation law 2,000 steps k=5 examples standardized (train)

StructuredFunctionPE

0.108MAE

7

May 12, 2026

Popular datasets

1D conservation law

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