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Codesota · Tasks · Code CompletionHome/Tasks/Computer Code/Code Completion

Code Completion.

Predicting the next tokens in code sequences.

1
Datasets
6
Results
exact-match
Canonical metric
§ 02 · Canonical benchmark

The reference dataset.

CrossCodeEval

Multilingual benchmark (Python, TypeScript, Java, C#) for cross-file code completion requiring understanding of cross-file context. 1000 examples per language from GitHub repos. Primary metric is Exact Match.

Primary metric: exact-match
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§ 03 · Top 10

Leading models.

Leading models on CrossCodeEval.

#Modelexact-matchYearSource
Claude Sonnet 444.52026paper ↗
2Qwen2.5-Coder 32B43.72026paper ↗
3DeepSeek-Coder-V2-Instruct41.32026paper ↗
4GPT-4o38.22026paper ↗
5Codestral 22B35.62026paper ↗
6StarCoder2 15B32.12026paper ↗

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§ 04 · All datasets

Tracked datasets.

1 dataset tracked for this task.

CrossCodeEval
CANONICAL
6 results · exact-match
Top: Claude Sonnet 4 44.5
§ 05 · Related tasks

Other tasks in Computer Code.

Bug DetectionCode GenerationCode SummarizationCode TranslationProgram Repair
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