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CUDA Kernel Generation on KernelBench Level 2

48Execution Count

Claude-Sonnet-4

Updated 4d ago

Evaluation Results

Method	Links
Claude-Sonnet-4 2026.02		48	24	18
Mercury-Coder-Small 2026.02		44	22	9
DICE 2026.02		39	14	0
cudaLLM 2026.02		34	12	6
Qwen3 2026.02		29	14	4
Qwen3 2026.02		25	11	6
DICE 2026.02		24	15	9
Gemini-3-Pro 2026.02		14	7	4
Dream-Coder-v0-Instruct 2026.02		8	8	5
Deepseek-Coder-Instruct-v1.5 2026.02		7	2	1
DICE 2026.02		6	3	2
Stable-DiffCoder 2026.02		5	4	1
Seed-Coder-Reasoning 2026.02		2	0	0
SDAR-Chat 2026.02		2	0	0
Trado-Instruct 2026.02		2	0	0
WeDLM 2026.02		1	0	0
Qwen3 2026.02		1	0	0
SDAR-Chat 2026.02		1	0	0
Qwen2.5-Coder-Instruct 2026.02		1	1	1
Qwen2.5-Coder-Instruct 2026.02		0	0	0
LLaDA-Instruct 2026.02		0	0	0
LLaDA-1.5 2026.02		0	0	0
Dream-v0-Instruct 2026.02		0	0	0
DiffuCoder-Instruct 2026.02		0	0	0
Gemma-2-It 2026.02		0	0	0
SDAR-Chat 2026.02		0	0	0
Qwen2.5-Coder-Instruct 2026.02		0	0	0
Deepseek-Coder-Instruct 2026.02		0	0	0
Llama-3.2-Instruct 2026.02		0	0	0
Trado-Instruct 2026.02		0	0	0
Phi-4-Mini-Reasoning 2026.02		0	0	0