List your company
ResearchFormerly WizWand

Mathematical Reasoning on GSM8K (Exact Match %)

93.63Exact Match Accuracy (GSM8K)Min-k
-3.745221.534946.81572.0951Apr 13, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Min-kModel=Qwen3-4B-Instruct, Temperature=1.02026.0493.63
Top-pModel=Qwen3-4B-Instruct, Temperature=2.02026.0493.56
Min-kModel=Qwen3-4B-Instruct, Temperature=5.02026.0493.56
Top-nσModel=Qwen3-4B-Instruct, Temperature=1.02026.0493.4
Top-kModel=Qwen3-4B-Instruct, Temperature=1.02026.0493.33
Min-pModel=Qwen3-4B-Instruct, Temperature=1.02026.0493.18
Top-nσModel=Qwen3-4B-Instruct, Temperature=10.02026.0493.18
Min-kModel=Qwen3-4B-Instruct, Temperature=4.02026.0493.18
Min-kModel=Qwen3-4B-Instruct, Temperature=2.02026.0493.1
Min-kModel=Qwen3-4B-Instruct, Temperature=10.02026.0493.1
Top-nσModel=Qwen3-4B-Instruct, Temperature=2.02026.0493.03
Top-nσModel=Qwen3-4B-Instruct, Temperature=3.02026.0492.87
Top-nσModel=Qwen3-4B-Instruct, Temperature=4.02026.0492.87
Top-pModel=Qwen3-4B-Instruct, Temperature=1.02026.0492.8
Min-pModel=Qwen3-4B-Instruct, Temperature=2.02026.0492.8
Top-kModel=Qwen3-4B-Instruct, Temperature=2.02026.0492.72
Top-nσModel=Qwen3-4B-Instruct, Temperature=5.02026.0492.72
Min-kModel=Qwen3-4B-Instruct, Temperature=3.02026.0492.65
Top-kModel=Qwen3-4B-Instruct, Temperature=3.02026.0492.49
Top-pModel=Qwen3-4B-Instruct, Temperature=3.02026.0491.74
Min-pModel=Qwen3-4B-Instruct, Temperature=3.02026.0491.74
Min-pModel=Qwen3-4B-Instruct, Temperature=4.02026.0489.92
Top-kModel=Qwen3-4B-Instruct, Temperature=4.02026.0489.61
Top-pModel=Qwen3-4B-Instruct, Temperature=4.02026.0488.76
Min-pModel=Qwen3-4B-Instruct, Temperature=5.02026.0485.14
Top-kModel=Qwen3-4B-Instruct, Temperature=5.02026.0479.08
Min-kModel=LLaMA3-8B-Instruct, Temperature=1.02026.0477.39
Min-kModel=LLaMA3-8B-Instruct, Temperature=2.02026.0476.65
Min-kModel=LLaMA3-8B-Instruct, Temperature=5.02026.0476.48
Top-pModel=LLaMA3-8B-Instruct, Temperature=1.02026.0476.27
Min-kModel=LLaMA3-8B-Instruct, Temperature=4.02026.0476.15
Min-kModel=LLaMA3-8B-Instruct, Temperature=3.02026.0476.02
Top-kModel=LLaMA3-8B-Instruct, Temperature=1.02026.0475.44
Top-nσModel=LLaMA3-8B-Instruct, Temperature=1.02026.0475.44
Min-pModel=LLaMA3-8B-Instruct, Temperature=1.02026.0475.36
Min-kModel=LLaMA3-8B-Instruct, Temperature=10.02026.0474.79
Top-nσModel=LLaMA3-8B-Instruct, Temperature=5.02026.0474.07
Top-nσModel=LLaMA3-8B-Instruct, Temperature=10.02026.0473.77
Top-nσModel=LLaMA3-8B-Instruct, Temperature=2.02026.0473.69
Top-nσModel=LLaMA3-8B-Instruct, Temperature=4.02026.0473.09
Top-nσModel=LLaMA3-8B-Instruct, Temperature=3.02026.0472.55
Min-pModel=LLaMA3-8B-Instruct, Temperature=2.02026.0462.7
Top-pModel=Qwen3-4B-Instruct, Temperature=5.02026.0456.25
Top-kModel=LLaMA3-8B-Instruct, Temperature=2.02026.0454.13
Top-pModel=LLaMA3-8B-Instruct, Temperature=2.02026.0446.63
Min-pModel=LLaMA3-8B-Instruct, Temperature=3.02026.0428.81
Top-kModel=LLaMA3-8B-Instruct, Temperature=3.02026.049.86
Min-pModel=LLaMA3-8B-Instruct, Temperature=4.02026.043.94
Top-pModel=LLaMA3-8B-Instruct, Temperature=3.02026.042.5
Top-kModel=LLaMA3-8B-Instruct, Temperature=4.02026.041.06
Min-pModel=Qwen3-4B-Instruct, Temperature=10.02026.040.45
Min-pModel=LLaMA3-8B-Instruct, Temperature=5.02026.040.38
Top-pModel=LLaMA3-8B-Instruct, Temperature=4.02026.040.15
Top-kModel=LLaMA3-8B-Instruct, Temperature=5.02026.040.08
Top-kModel=LLaMA3-8B-Instruct, Temperature=10.02026.040
Top-pModel=LLaMA3-8B-Instruct, Temperature=5.02026.040
Top-pModel=LLaMA3-8B-Instruct, Temperature=10.02026.040
Min-pModel=LLaMA3-8B-Instruct, Temperature=10.02026.040
Top-kModel=Qwen3-4B-Instruct, Temperature=10.02026.040
Top-pModel=Qwen3-4B-Instruct, Temperature=10.02026.040