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Mathematical Reasoning on AIME 2024 (Accuracy avg@16)

65.4Accuracy (avg@16)Sigma-MoE-Tiny
11.21625.28339.3553.417Dec 18, 2025

Evaluation results

MethodLinks
Sigma-MoE-TinyArchitecture=MoE, # Activated Params=0.5B, # Total Params=20B2025.1265.4
DeepSeek-R1-Distill-Qwen-7BArchitecture=Dense, # Activated Params=7B, # Total Params=7B2025.1255.5
DeepSeek-R1-Distill-Llama-8BArchitecture=Dense, # Activated Params=8B, # Total Params=8B2025.1250.4
Qwen3-1.7BArchitecture=Dense, # Activated Params=1.7B, # Total Params=1.7B2025.1248.3
Phi-3.5-MoEArchitecture=MoE, # Activated Params=6.6B, # Total Params=42B2025.1213.3