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Triton kernel generation research benchmarks · SOTA2 Research

Triton kernel generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

KernelBench LEVEL3 1.0

DR. KERNEL-14B-STTS

29.8Fast1 Score

17

Feb 26, 2026

KernelBench LEVEL2 1.0

DR. KERNEL-14B-STTS

80.9Fast1 Score

17

Feb 26, 2026

KernelBench LEVEL1 1.0

DR. KERNEL-14B-STTS

39.3Fast1

17

Feb 26, 2026

Synthetic Benchmark Overall All Levels

1.57Average Speedup

7

Mar 24, 2026

Synthetic Benchmark Level 20

99Accuracy

7

Mar 24, 2026

Synthetic Benchmark (Level 5)

99Acc

7

Mar 24, 2026

Synthetic Benchmark Level 2

96Accuracy

7

Mar 24, 2026

Synthetic Benchmark Level 1

86.8Accuracy

7

Mar 24, 2026

KernelBench Level 3 (complete networks)

100Success Rate

6

Jun 26, 2026

KernelBench Level 2 fused operators

100Success Rate

6

Jun 26, 2026

KernelBench Level 1 basic operators

100Success Rate

6

Jun 26, 2026

KernelBench Level 3

76Accuracy

6

Mar 24, 2026

KernelBench Level 2

96Accuracy

6

Mar 24, 2026

KernelBench Level 1

69Accuracy

6

Mar 24, 2026

AE + GPT-5-mini

97Accuracy

4

Apr 21, 2026

Popular datasets

KernelBench Synthetic Benchmark TritonBench

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