SOTAVerified

Code Repair

Papers

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Showing 26–39 of 39 papers

TitleStatusHype
RocketPPA: Code-Level Power, Performance, and Area Prediction via LLM and Mixture of Experts—0
SolBench: A Dataset and Benchmark for Evaluating Functional Correctness in Solidity Code Completion and Repair—0
AuPair: Golden Example Pairs for Code Repair—0
FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair—0
Break it - Message it - Fix it : Learning to Repair Python Programs using Error Messages without Labelled Data—0
Breakpoint: Scalable evaluation of system-level reasoning in LLM code agents—0
CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks—0
Code Repair with LLMs gives an Exploration-Exploitation Tradeoff—0
Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models—0
CrashFixer: A crash resolution agent for the Linux kernel—0
DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models—0
Investigating the Transferability of Code Repair for Low-Resource Programming Languages—0
Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug ErrorsCode0
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code RepairCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1NSEditAccuracy (medium)13.87—Unverified
2CodeBERTAccuracy (medium)5.2—Unverified