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Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code
Paper • 2311.07989 • Published • 26 -
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Paper • 2310.06770 • Published • 12 -
CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution
Paper • 2401.03065 • Published • 11 -
Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming
Paper • 2402.14261 • Published • 10
walterShen
walterShen
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Code LMs Benchmark
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Big Code Models Leaderboard
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openai/openai_humaneval
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google-research-datasets/mbpp
Viewer • Updated • 1.4k • 161k • 231 -
nuprl/MultiPL-E
Viewer • Updated • 12.7k • 47.2k • 68
Code LMs Evaluation
-
Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code
Paper • 2311.07989 • Published • 26 -
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Paper • 2310.06770 • Published • 12 -
CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution
Paper • 2401.03065 • Published • 11 -
Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming
Paper • 2402.14261 • Published • 10
Code LMs Benchmark
- RunningAgents1.51k
Big Code Models Leaderboard
📈1.51kExplore and compare code model performance on a leaderboard
-
openai/openai_humaneval
Viewer • Updated • 164 • 234k • 395 -
google-research-datasets/mbpp
Viewer • Updated • 1.4k • 161k • 231 -
nuprl/MultiPL-E
Viewer • Updated • 12.7k • 47.2k • 68
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