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Scientific Knowledge on GPQA

27.68EMSigma-MoE-Tiny Base
24.102425.031225.9626.8888Dec 18, 2025

Evaluation results

MethodLinks
Sigma-MoE-Tiny Base# Shots=5-shot, Architecture=MoE, # Activated Params=0.5B, # Total Params=20B2025.1227.68
Qwen3 0.6B Base# Shots=5-shot, Architecture=Dense, # Activated Params=0.6B, # Total Params=0.6B2025.1226.77
DeepSeek-V2 Lite# Shots=5-shot, Architecture=MoE, # Activated Params=2.4B, # Total Params=15.7B2025.1224.55
Gemma-3 4B Base# Shots=5-shot, Architecture=Dense, # Activated Params=4B, # Total Params=4B2025.1224.24