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Papers Benchmarks Datasets Tasks

Autonomous Scientific Research research benchmarks · SOTA2 Research

Autonomous Scientific Research

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ARC-Bench experiment-stage CD:CE:RA = 25:25:50 (25 topics)

AutoResearchClaw

96.8Code Development Score

4

May 20, 2026

ARC-Bench 12-topic

67.5Code Development Score

3

Jul 1, 2026

Computational Physics Research

Grounded autonomous research pipeline

1Verdict Count (T1-T4)

1

Jul 3, 2026

Machine Learning Research

—

—Primary metric

0

Jul 3, 2026

Popular datasets

ARC-Bench Machine Learning Research Computational Physics Research

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