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Code Understanding and Reasoning on LiveCodeBench v6

42.5Accuracy (avg@1)DeepSeek-R1-Distill-Llama-8B
9.2217.8626.535.14Dec 18, 2025

Evaluation results

MethodLinks
DeepSeek-R1-Distill-Llama-8BArchitecture=Dense, # Activated Params=8B, # Total Params=8B2025.1242.5
Sigma-MoE-TinyArchitecture=MoE, # Activated Params=0.5B, # Total Params=20B2025.1242.2
DeepSeek-R1-Distill-Qwen-7BArchitecture=Dense, # Activated Params=7B, # Total Params=7B2025.1235.7
Qwen3-1.7BArchitecture=Dense, # Activated Params=1.7B, # Total Params=1.7B2025.1233.2
Phi-3.5-MoEArchitecture=MoE, # Activated Params=6.6B, # Total Params=42B2025.1210.5