CUDA Kernel Generation on KernelBench fusion Level 2
88Fast1 (Natural)ALPHALAB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ALPHALABModel=GPT-5.2, Hardware=H100 NVL2026.03 | 88 | 49 | 84 | |
| ALPHALABModel=Opus 4.6, Hardware=H100 NVL2026.03 | 84 | 31 | 52 | |
| DeepSeek R1Evaluation Protocol=R1 (iter.), Hardware=L40S GPU, Note=10 iterative calls including profiler feedback2026.03 | 72 | — | — | |
| DeepSeek R1Evaluation Protocol=1-shot, Hardware=L40S GPU2026.03 | 36 | — | — | |
| OpenAI o1Evaluation Protocol=1-shot, Hardware=L40S GPU2026.03 | 24 | — | — |