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Papers Benchmarks Datasets Tasks

Code Editing research benchmarks · SOTA2 Research

Code Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CodeEditorBench

3.04Debug Success Rate

33

Jun 5, 2026

Stable-DiffCoder-8B-Instruct

60Pass@1

17

Feb 26, 2026

Aider whole format

CodeLlama-7B-Instruct

1.5Average Tries

17

Feb 26, 2026

EditBench Core set

Claude Sonnet 4

66.67Pass@1

13

Mar 17, 2026

CanItEdit original (test)

CodeQwen1.5-7B-Chat

39.9Pass@1 (Average)

9

Feb 26, 2026

61.7Accuracy

6

Feb 26, 2026

Popular datasets

CanItEdit EditBench Aider-Polyglot AIDER CodeEditorBench

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