SOTAVerified

Code Completion

Papers

Showing 126150 of 212 papers

TitleStatusHype
Laminar: A New Serverless Stream-based Framework with Semantic Code Search and Code Completion0
Identifying and Mitigating the Security Risks of Generative AI0
LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingCode3
CodeMark: Imperceptible Watermarking for Code Datasets against Neural Code Completion ModelsCode0
Benchmarking Causal Study to Interpret Large Language Models for Source Code0
Scope is all you need: Transforming LLMs for HPC CodeCode1
SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs?0
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review0
LongCoder: A Long-Range Pre-trained Language Model for Code Completion0
RepoFusion: Training Code Models to Understand Your Repository0
Guiding Language Models of Code with Global Context using MonitorsCode2
Large Language Models of Code Fail at Completing Code with Potential BugsCode0
A Static Evaluation of Code Completion by Large Language Models0
RepoBench: Benchmarking Repository-Level Code Auto-Completion SystemsCode1
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion0
Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing0
How Effective Are Neural Networks for Fixing Security VulnerabilitiesCode1
MERGE: Fast Private Text GenerationCode0
Neural Machine Translation for Code Generation0
MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with TransformersCode1
CodeT5+: Open Code Large Language Models for Code Understanding and GenerationCode0
TASTY: A Transformer based Approach to Space and Time complexity0
Enriching Source Code with Contextual Data for Code Completion Models: An Empirical StudyCode0
CodeKGC: Code Language Model for Generative Knowledge Graph ConstructionCode0
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and GenerationCode2
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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