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Coding Agents.

Coding agents are autonomous, AI-powered software development tools that understand natural language prompts and execute multi-step tasks to automate coding, bug fixing, and entire software workflows. They act as intelligent assistants within the software development lifecycle, capable of understanding code, generating new code, optimizing existing code, debugging, and handling tasks like documentation and feature scaffolding with minimal user supervision. Examples of coding agents include Claude Code and Cursor Agent.

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Datasets
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Results
Canonical metric
§ 02 · Canonical benchmark

The reference dataset.

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§ 03 · Top 10

Leading models.

Leading models across all datasets in this task.

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§ 04 · All datasets

Tracked datasets.

7 datasets tracked for this task.

CRUX-O
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HumanEval
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LiveCodeBench
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MBPP
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MultiPL-E
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SWE-Bench Verified
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SciCode
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§ 05 · Related tasks

Other tasks in General.

Computer Use AgentsEmbedding modelsGeneralOmni modelsReasoningReinforcement LearningRetrievalVideo-Language Models
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