OpenCodePapers
code-generation-on-codecontests
Code Generation
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Test Set pass@1
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Test Set pass@5
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Val Set pass@1
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Val Set pass@5
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ModelName
ReleaseDate
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Execution Guided Line-by-Line Code Generation
✓ Link
58.18
EG-CFG (DeepSeek-V3-0324)
2025-06-12
Planning-Driven Programming: A Large Language Model Programming Workflow
✓ Link
34.7
LPW (GPT-4o)
2024-11-21
MapCoder: Multi-Agent Code Generation for Competitive Problem Solving
✓ Link
28.5
35.2
28.5
MapCoder (GPT-4)
2024-05-18
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging
✓ Link
28.4
CodeSim (GPT4)
2025-02-08
MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks
✓ Link
26.34
20.35
MoTCoder-15B
2023-12-26
MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks
✓ Link
20.77
16.72
MoTCoder-7B-v1.5
2023-12-26
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
✓ Link
2.35
3.29
2.48
3.30
CodeChain + WizardCoder-15B
2023-10-13
WizardCoder: Empowering Code Large Language Models with Evol-Instruct
✓ Link
1.11
3.18
1.98
3.27
WizardCoder-15B
2023-06-14