SOTAVerified

Code Completion

Papers

Showing 3140 of 212 papers

TitleStatusHype
GREEN-CODE: Learning to Optimize Energy Efficiency in LLM-based Code GenerationCode0
Improving FIM Code Completions via Context & Curriculum Based Learning0
ExecRepoBench: Multi-level Executable Code Completion Evaluation0
ContextModule: Improving Code Completion via Repository-level Contextual Information0
Protect Your Secrets: Understanding and Measuring Data Exposure in VSCode Extensions0
LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation0
FastDraft: How to Train Your Draft0
CoCoP: Enhancing Text Classification with LLM through Code Completion Prompt0
GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation ModelsCode1
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1deepseek-coder-33b-baseAverage69.01Unverified
2deepseek-coder-6.7b-baseAverage63.4Unverified
3starcoderbaseAverage55.54Unverified
4gpt-4-1106-previewAverage53.28Unverified
5CodeLlama-13b-hfAverage52.78Unverified
6deepseek-coder-1.3b-baseAverage52.63Unverified
7CodeLlama-34b-hfAverage49.66Unverified
8CodeLlama-7b-hfAverage45Unverified
9gpt-3.5-turbo-0301Average40.86Unverified
10incoder-6BAverage33.79Unverified
#ModelMetricClaimedVerifiedStatus
1CodeGPT-adaptedAccuracy (token-level)77.13Unverified
2CodeT5+ 770MEM (line-level)37.9Unverified
3CodeT5+ 220MEM (line-level)35.17Unverified
#ModelMetricClaimedVerifiedStatus
1CodeGPT-adaptedAccuracy (token-level)75.11Unverified
2CodeT5+ 770MEM (line-level)44.86Unverified
3CodeT5+ 220MEM (line-level)43.42Unverified
#ModelMetricClaimedVerifiedStatus
1SantaCoder-MGDCompilation Rate73.03Unverified
2SantaCoderCompilation Rate59.97Unverified
3SantaCoderCompilation Rate59.79Unverified
#ModelMetricClaimedVerifiedStatus
1RamboCompilation Rate76.47Unverified
2RepoCoderCompilation Rate74.02Unverified
#ModelMetricClaimedVerifiedStatus
1RamboCompilation Rate61.7Unverified
2RepoCoderCompilation Rate58.09Unverified