Our new X account is live! Follow @wizwand_team for updates

Logical Reasoning on LogiQA (Accuracy)

80.4Accuracy

Qwen3-8B-thinking

Updated 4d ago

Evaluation Results

Method	Links
Qwen3-8B-thinking 2026.01		80.4
Denser 2025.12		79.1
Process Supervision 2025.12		78.9
Reflection-CoT 2025.12		78.4
Self-Verification 2025.12		77.8
Tree-of-Thought 2025.12		77.7
Process Supervision 2025.12		77.4
Self-Consistency 2025.12		77.1
Reflection-CoT 2025.12		76.9
Denser 2025.12		76.9
Think-to-Think 2025.12		76.4
GPT-5.1 2026.01		76.34
Denser 2025.12		75.8
Tree-of-Thought 2025.12		75.6
Self-Verification 2025.12		75.6
Process Supervision 2025.12		75.3
Self-Consistency 2025.12		75
Reflection-CoT 2025.12		74.8
Chain-of-Thought 2025.12		74.6
Self-Verification 2025.12		74.3
Think-to-Think 2025.12		74.3
Tree-of-Thought 2025.12		73.4
Qwen3-8B 2026.01		73.2
Self-Consistency 2025.12		72.8
Chain-of-Thought 2025.12		72.5
Think-to-Think 2025.12		71.9
Chain-of-Thought 2025.12		70.2
SGR-LLaMA-3.3-70B 2026.01		69.91
MMKE 2025.12		41
MMKE+Con. 2025.12		39.2
Pre 2025.12		38.7
EtCon 2025.12		38.4
FT-M+Con. 2025.12		37.8
FT-M 2025.12		37
Qwen2.5-7B 2026.02		36.4
Qwen2.5-3B 2026.02		33.5
Qwen2.5-1.5B 2026.02		31.9
Qwen2.5-1.5B 2026.02		31.5
Qwen3-1.7B 2026.02		31.5
LLaMA-MoE-v2-3.5B 2026.02		30.7
LLaMA-MoE-3.0B 2026.02		30.6
Llama-3.2-3B 2026.02		30.6
SPES-9B 2026.02		30.4
SmolLM2-1.7B 2026.02		30.1
SmolLM2-1.7B 2026.02		29.8
LLaMA-MoE-v1-3.5B 2026.02		29.7
Qwen2.5-0.5B 2026.02		29.5
OLMoE-1B-7B 2026.02		29.3
Qwen3-0.6B 2026.02		29
ExpertWeaver-E64-A14-S2(Qwen2.5-7B) 2026.02		29
OLMoE-1B-7B* 2026.02		28.7
ExpertWeaver-E64-A14-S2(OLMo-7B) 2026.02		28.5
OLMoE-1B-7B 2026.02		28.4
MoE++ 7B 2026.02		28.4
Sheared-LLaMA-2.7B 2026.02		28.3
Pythia-2.8B 2026.02		28.1
Open-LLaMA-3B-v2 2026.02		28.1
Pythia-2.8B 2026.02		28
SPES-7B 2026.02		27.5
OLMo-7B 2026.02		27.5
INCITE-Base-3B 2026.02		27.5
Pythia-1.4B 2026.02		27.3
SPES-2B 2026.02		27.2
OPT-1.3B 2026.02		26.9
TinyLlama-1.1B 2026.02		26.3
OPT-2.7B 2026.02		26
OPT-2.7B 2026.02		25.8
SOLAR 2025.12		23.81
OpT-DeUS 2025.12		23.81
Avg-DeUS 2025.12		23.66
OpT-DeUS 2025.12		23.35
LESA 2025.12		23.35
MIDUS-HML 2025.12		23.2
Llama Pro 2025.12		22.89
Avg-DeUS 2025.12		22.73
Gemma-2-2b 2026.02		22.7
SOLAR 2025.12		22.58
Llama Pro 2025.12		22.43
Base 2025.12		22.27
LESA 2025.12		21.97
ALPHA 2025.12		21.8
ALPHA+Con. 2025.12		21.8
MIDUS-HML 2025.12		21.51
Base 2025.12		21.2