SOTAVerified

Code Completion

Papers

Showing 201212 of 212 papers

TitleStatusHype
Adversarial Robustness for CodeCode1
Pythia: AI-assisted Code Completion SystemCode0
DeepVS: An Efficient and Generic Approach for Source Code Modeling Usage0
Structural Language Models of CodeCode0
A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning0
User-Interactive Machine Learning Model for Identifying Structural Relationships of Code Features0
CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code ModelingCode0
Eclipse CDT code analysis and unit testingCode0
Open Vocabulary Learning on Source Code with a Graph-Structured CacheCode0
Dynamic Neural Program Embeddings for Program Repair0
Code Completion with Neural Attention and Pointer NetworksCode0
Augur: a Modeling Language for Data-Parallel Probabilistic Inference0
Show:102550
← PrevPage 5 of 5Next →

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