ResearchBenchmarksGPU Kernel Optimization on KernelBench H200 hardwareGPU Kernel Optimization on KernelBench H200 hardwareFollow81Correctness best@16SEMREP5561.7568.575.25Mar 13, 2026Evaluation resultsMethodMethodLinksCorrectness best@16Correctness avg@16Speedup best@16Speedup avg@16Fast1 Score best@16Fast1 Score avg@16Fast1.5 Score best@16Fast1.5 Score avg@16SEMREP2026.038120.381.621.25174.1382.25QwQ-32BTraining Mode=FinetunedTraining Mode=Finetuned2026.036112.631.71.13153.9482.08Kevin-32B2026.035610.811.511.14101.8861.5