SOTAVerified

Code Completion

Papers

Showing 121130 of 212 papers

TitleStatusHype
A Static Evaluation of Code Completion by Large Language Models0
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation0
Augur: a Modeling Language for Data-Parallel Probabilistic Inference0
Automated Code Generation and Validation for Software Components of Microcontrollers0
Benchmarking Causal Study to Interpret Large Language Models for Source Code0
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion0
Beyond Autocomplete: Designing CopilotLens Towards Transparent and Explainable AI Coding Agents0
Examining Zero-Shot Vulnerability Repair with Large Language Models0
CCCI: Code Completion with Contextual Information for Complex Data Transfer Tasks Using Large Language Models0
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks0
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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