AutoReproduce is a multi-agent system using paper lineage to autonomously reproduce AI experiment code, with a new benchmark showing improvements over baselines in fidelity and execution.
Specifically highlight matches and discrepancies between the generated code’s implementation and the reference code’s implementation of the key point
1 Pith paper cite this work. Polarity classification is still indexing.
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Pith paper citing it
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cs.AI 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
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AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage
AutoReproduce is a multi-agent system using paper lineage to autonomously reproduce AI experiment code, with a new benchmark showing improvements over baselines in fidelity and execution.