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Mathematical Reasoning on MATH 500 (Exact Match %)

60.6Exact MatchTop-p
-2.42413.93830.346.662Apr 13, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Top-pModel=Qwen3-4B-Instruct, Temperature=1.02026.0460.6
Min-pModel=Qwen3-4B-Instruct, Temperature=1.02026.0460.6
Top-nσModel=Qwen3-4B-Instruct, Temperature=1.02026.0460.4
Top-kModel=Qwen3-4B-Instruct, Temperature=1.02026.0460
Min-kModel=Qwen3-4B-Instruct, Temperature=4.02026.0459.8
Min-kModel=Qwen3-4B-Instruct, Temperature=5.02026.0459.4
Min-kModel=Qwen3-4B-Instruct, Temperature=1.02026.0459.2
Min-kModel=Qwen3-4B-Instruct, Temperature=2.02026.0459.2
Min-kModel=Qwen3-4B-Instruct, Temperature=10.02026.0459
Top-kModel=Qwen3-4B-Instruct, Temperature=2.02026.0458.8
Top-pModel=Qwen3-4B-Instruct, Temperature=2.02026.0458.8
Min-pModel=Qwen3-4B-Instruct, Temperature=2.02026.0458.8
Min-kModel=Qwen3-4B-Instruct, Temperature=3.02026.0458.8
Top-nσModel=Qwen3-4B-Instruct, Temperature=3.02026.0457.8
Top-nσModel=Qwen3-4B-Instruct, Temperature=5.02026.0457.6
Top-nσModel=Qwen3-4B-Instruct, Temperature=2.02026.0457.4
Top-nσModel=Qwen3-4B-Instruct, Temperature=10.02026.0457.4
Top-nσModel=Qwen3-4B-Instruct, Temperature=4.02026.0457.2
Min-pModel=Qwen3-4B-Instruct, Temperature=3.02026.0455.4
Top-kModel=Qwen3-4B-Instruct, Temperature=3.02026.0455.2
Top-pModel=Qwen3-4B-Instruct, Temperature=3.02026.0450
Min-pModel=Qwen3-4B-Instruct, Temperature=4.02026.0448.8
Top-kModel=Qwen3-4B-Instruct, Temperature=4.02026.0442.6
Min-pModel=Qwen3-4B-Instruct, Temperature=5.02026.0433.2
Top-pModel=Qwen3-4B-Instruct, Temperature=4.02026.0429.2
Min-kModel=LLaMA3-8B-Instruct, Temperature=3.02026.0425
Top-nσModel=LLaMA3-8B-Instruct, Temperature=1.02026.0424.6
Min-kModel=LLaMA3-8B-Instruct, Temperature=1.02026.0424
Top-nσModel=LLaMA3-8B-Instruct, Temperature=2.02026.0423.4
Min-kModel=LLaMA3-8B-Instruct, Temperature=2.02026.0423
Top-pModel=LLaMA3-8B-Instruct, Temperature=1.02026.0422
Min-pModel=LLaMA3-8B-Instruct, Temperature=1.02026.0422
Min-kModel=LLaMA3-8B-Instruct, Temperature=4.02026.0422
Min-kModel=LLaMA3-8B-Instruct, Temperature=5.02026.0422
Top-nσModel=LLaMA3-8B-Instruct, Temperature=3.02026.0421.8
Min-kModel=LLaMA3-8B-Instruct, Temperature=10.02026.0421.6
Top-kModel=LLaMA3-8B-Instruct, Temperature=1.02026.0421.4
Top-nσModel=LLaMA3-8B-Instruct, Temperature=10.02026.0421.2
Top-kModel=Qwen3-4B-Instruct, Temperature=5.02026.0420.4
Top-nσModel=LLaMA3-8B-Instruct, Temperature=4.02026.0420.2
Top-nσModel=LLaMA3-8B-Instruct, Temperature=5.02026.0417.6
Min-pModel=LLaMA3-8B-Instruct, Temperature=2.02026.0413.4
Top-kModel=LLaMA3-8B-Instruct, Temperature=2.02026.0411.6
Top-pModel=LLaMA3-8B-Instruct, Temperature=2.02026.049.2
Top-pModel=Qwen3-4B-Instruct, Temperature=5.02026.047.2
Min-pModel=LLaMA3-8B-Instruct, Temperature=3.02026.043.4
Top-kModel=LLaMA3-8B-Instruct, Temperature=3.02026.042.2
Top-pModel=LLaMA3-8B-Instruct, Temperature=3.02026.040.6
Top-kModel=LLaMA3-8B-Instruct, Temperature=4.02026.040.2
Top-kModel=LLaMA3-8B-Instruct, Temperature=5.02026.040
Top-kModel=LLaMA3-8B-Instruct, Temperature=10.02026.040
Top-pModel=LLaMA3-8B-Instruct, Temperature=4.02026.040
Top-pModel=LLaMA3-8B-Instruct, Temperature=5.02026.040
Top-pModel=LLaMA3-8B-Instruct, Temperature=10.02026.040
Min-pModel=LLaMA3-8B-Instruct, Temperature=4.02026.040
Min-pModel=LLaMA3-8B-Instruct, Temperature=5.02026.040
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
Min-pModel=Qwen3-4B-Instruct, Temperature=10.02026.040