SOTAVerified

Code Completion

Papers

Showing 161–170 of 212 papers

TitleStatusHype
CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file ContextCode1
MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion—0
Syntax-Aware On-the-Fly Code CompletionCode0
Multi-lingual Evaluation of Code Generation ModelsCode1
Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted ProgrammingCode1
Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango—0
Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion SystemsCode0
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation LearningCode1
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations—0
All You Need Is Logs: Improving Code Completion by Learning from Anonymous IDE Usage Logs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1deepseek-coder-33b-baseAverage69.01—Unverified
2deepseek-coder-6.7b-baseAverage63.4—Unverified
3starcoderbaseAverage55.54—Unverified
4gpt-4-1106-previewAverage53.28—Unverified
5CodeLlama-13b-hfAverage52.78—Unverified
6deepseek-coder-1.3b-baseAverage52.63—Unverified
7CodeLlama-34b-hfAverage49.66—Unverified
8CodeLlama-7b-hfAverage45—Unverified
9gpt-3.5-turbo-0301Average40.86—Unverified
10incoder-6BAverage33.79—Unverified
#ModelMetricClaimedVerifiedStatus
1CodeGPT-adaptedAccuracy (token-level)77.13—Unverified
2CodeT5+ 770MEM (line-level)37.9—Unverified
3CodeT5+ 220MEM (line-level)35.17—Unverified
#ModelMetricClaimedVerifiedStatus
1CodeGPT-adaptedAccuracy (token-level)75.11—Unverified
2CodeT5+ 770MEM (line-level)44.86—Unverified
3CodeT5+ 220MEM (line-level)43.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SantaCoder-MGDCompilation Rate73.03—Unverified
2SantaCoderCompilation Rate59.97—Unverified
3SantaCoderCompilation Rate59.79—Unverified
#ModelMetricClaimedVerifiedStatus
1RamboCompilation Rate76.47—Unverified
2RepoCoderCompilation Rate74.02—Unverified
#ModelMetricClaimedVerifiedStatus
1RamboCompilation Rate61.7—Unverified
2RepoCoderCompilation Rate58.09—Unverified