OpenAI Open Source PaperBench, Redefining Top AI Agent Evaluation

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Jin10 data reported on April 3rd, at 1 AM today, OpenAI released a brand new AI Agent evaluation benchmark - PaperBench. This benchmark primarily assesses agents' capabilities in search, integration, and execution, requiring the reproduction of top papers from the 2024 International Conference on Machine Learning, including understanding of the paper content, code writing, and experimental execution. According to the test data released by OpenAI, currently, well-known large models' built agents are still unable to outperform top machine learning PhDs. However, they are very helpful in assisting learning and understanding research content.

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