SOTAVerified

Code Completion

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 212 papers

TitleStatusHype
Protect Your Secrets: Understanding and Measuring Data Exposure in VSCode Extensions—0
LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation—0
FastDraft: How to Train Your Draft—0
CoCoP: Enhancing Text Classification with LLM through Code Completion Prompt—0
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking—0
M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation—0
KV Prediction for Improved Time to First TokenCode0
CodeCipher: Learning to Obfuscate Source Code Against LLMs—0
Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning—0
Statically Contextualizing Large Language Models with Typed Holes—0
MarsCode Agent: AI-native Automated Bug Fixing—0
Retrieval-augmented code completion for local projects using large language models—0
RepoMasterEval: Evaluating Code Completion via Real-World Repositories—0
Black-Box Adversarial Attacks on LLM-Based Code Completion—0
TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models—0
Evaluating Long Range Dependency Handling in Code Generation Models using Multi-Step Key Retrieval—0
Curriculum Learning for Small Code Language Models—0
TPIA: Towards Target-specific Prompt Injection Attack against Code-oriented Large Language Models—0
Jailbreak Attacks and Defenses Against Large Language Models: A Survey—0
Measuring memorization in RLHF for code completion—0
CodeGemma: Open Code Models Based on Gemma—0
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks—0
R2C2-Coder: Enhancing and Benchmarking Real-world Repository-level Code Completion Abilities of Code Large Language Models—0
Model Cascading for Code: A Cascaded Black-Box Multi-Model Framework for Cost-Efficient Code Completion with Self-Testing—0
A Transformer-Based Approach for Smart Invocation of Automatic Code CompletionCode0
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All datasetsSAFIMCodeXGLUE - Github Java CorpusCodeXGLUE - PY150DotPromptsDefects4JRambo Benchmark

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