Code Generation
Code generation is a critical field that leverages multimodal data sources (such as incomplete code, programs in other programming languages, natural language descriptions, or execution examples) to predict explicit code or program structures. This technology aims to assist in the development of automatic programming tools, enhance programming efficiency and productivity, and has a wide range of application prospects.
MBPP
HumanEval
AgentCoder (GPT-4)
APPS
AlphaCode 1B
CoNaLa
MarianCG
Django
MarianCG
WikiSQL
NL2SQL-RULE
RES-Q
QurrentOS-coder + Claude 3.5 Sonnet
PECC
Claude 3 Haiku
WebApp1K-React
o1-preview
CodeContests
MapCoder (GPT-4)
CoNaLa-Ext
BART W/ Mined
WebApp1k-Duo-React
DSEval-LeetCode
Turbulence
GPT-4
Shellcode_IA32
CodeBERT
TACO-Code
GPT-4
BigCodeBench-Complete
BigCodeBench-Instruct
GPT-4o-2024-05-13
CodeXGLUE - CodeSearchNet
Redcoder-ext
CONCODE
Livecodebench
LPW (GPT-4o)
Verified Smart Contract Code Comments
Android Repos
Entity Type Model
FloCo
FloCo-T5
VerilogEval
Nexus (Claude 3.5 Sonnet)
Multi-Source Python Code Corpus