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Arxiv
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The Unreasonable Effectiveness of Open Science in AI: A Replication Study
- A systematic replication study was conducted on 30 highly cited AI studies to assess reproducibility.
- Out of the 30 articles, 8 were rejected due to inaccessible data or hardware.
- 6 articles were fully reproduced, while 5 were partially reproduced.
- Reproducibility is strongly correlated with sharing code and data, and the quality of data documentation.
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