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Papers Benchmarks Datasets Tasks

CUDA Kernel Generation research benchmarks · SOTA2 Research

CUDA Kernel Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

KernelBench Level 3

Mercury-Coder-Small

24Executions Count

31

Feb 26, 2026

KernelBench Level 2

Claude-Sonnet-4

48Execution Count

31

Feb 26, 2026

KernelBench Level 1

46Exec Count

31

Feb 26, 2026

KernelBench fusion Level 2

88Fast1 (Natural)

5

Apr 13, 2026

KernelBench Level 1 (single-op)

89fast1 Performance (Native)

5

Apr 13, 2026

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