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Code Generation and Watermark Detection research benchmarks · SOTA2 Research

Code Generation and Watermark Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ClassEval (test)

21Pass@5

14

Feb 26, 2026

HumanEvalPack JAVA (test)

32.1Pass@1

14

Feb 26, 2026

HumanEvalPack C++ (test)

Non-watermarked

29.4Pass@1

14

Feb 26, 2026

Popular datasets

HumanEvalPack ClassEval

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