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ResearchFormerly WizWand

Science Question Answering on GPQA main (test)

40.85Exact Match AccuracyMin-k
-1.6349.395520.42531.4545Apr 13, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Min-kModel=LLaMA3-70B-Instruct, Temperature=5.02026.0440.85
Min-kModel=LLaMA3-70B-Instruct, Temperature=10.02026.0440.85
Min-kModel=LLaMA3-70B-Instruct, Temperature=3.02026.0439.96
Top-nσModel=LLaMA3-70B-Instruct, Temperature=4.02026.0439.95
Top-kModel=LLaMA3-70B-Instruct, Temperature=1.02026.0439.73
Min-pModel=LLaMA3-70B-Instruct, Temperature=1.02026.0439.73
Min-kModel=LLaMA3-70B-Instruct, Temperature=4.02026.0439.39
Min-pModel=LLaMA3-70B-Instruct, Temperature=3.02026.0439.06
Top-nσModel=LLaMA3-70B-Instruct, Temperature=5.02026.0438.84
Top-nσModel=LLaMA3-70B-Instruct, Temperature=3.02026.0438.62
Min-kModel=LLaMA3-70B-Instruct, Temperature=1.02026.0438.62
Top-nσModel=LLaMA3-70B-Instruct, Temperature=2.02026.0438.39
Top-nσModel=LLaMA3-70B-Instruct, Temperature=10.02026.0438.39
Top-kModel=LLaMA3-70B-Instruct, Temperature=2.02026.0438.17
Min-pModel=LLaMA3-70B-Instruct, Temperature=2.02026.0437.95
Min-kModel=LLaMA3-70B-Instruct, Temperature=2.02026.0437.95
Top-nσModel=LLaMA3-70B-Instruct, Temperature=1.02026.0437.72
Top-pModel=LLaMA3-70B-Instruct, Temperature=2.02026.0437.5
Top-pModel=LLaMA3-70B-Instruct, Temperature=1.02026.0435.71
Top-kModel=LLaMA3-70B-Instruct, Temperature=3.02026.0434.82
Top-pModel=LLaMA3-70B-Instruct, Temperature=3.02026.0430.13
Min-pModel=LLaMA3-70B-Instruct, Temperature=4.02026.0429.01
Top-kModel=Qwen3-30B-Instruct, Temperature=1.02026.0426.56
Min-kModel=Qwen3-30B-Instruct, Temperature=2.02026.0425.22
Min-kModel=Qwen3-30B-Instruct, Temperature=1.02026.0425
Min-kModel=Qwen3-30B-Instruct, Temperature=5.02026.0424.55
Min-kModel=Qwen3-30B-Instruct, Temperature=3.02026.0424.33
Min-kModel=Qwen3-30B-Instruct, Temperature=4.02026.0424.33
Min-kModel=Qwen3-30B-Instruct, Temperature=10.02026.0424.33
Top-nσModel=Qwen3-30B-Instruct, Temperature=2.02026.0423.88
Top-nσModel=Qwen3-30B-Instruct, Temperature=10.02026.0423.88
Top-nσModel=Qwen3-30B-Instruct, Temperature=1.02026.0423.66
Top-nσModel=Qwen3-30B-Instruct, Temperature=3.02026.0423.43
Top-nσModel=Qwen3-30B-Instruct, Temperature=5.02026.0423.43
Top-nσModel=Qwen3-30B-Instruct, Temperature=4.02026.0423.21
Min-pModel=Qwen3-30B-Instruct, Temperature=1.02026.0422.55
Top-pModel=Qwen3-30B-Instruct, Temperature=1.02026.0422.54
Min-pModel=Qwen3-30B-Instruct, Temperature=2.02026.0422.43
Top-kModel=Qwen3-30B-Instruct, Temperature=2.02026.0421.87
Top-pModel=Qwen3-30B-Instruct, Temperature=2.02026.0421.2
Top-kModel=LLaMA3-70B-Instruct, Temperature=4.02026.0420.76
Min-pModel=Qwen3-30B-Instruct, Temperature=3.02026.0420.11
Min-pModel=LLaMA3-70B-Instruct, Temperature=5.02026.0417.19
Min-pModel=Qwen3-30B-Instruct, Temperature=4.02026.0414.88
Top-kModel=Qwen3-30B-Instruct, Temperature=3.02026.0414.73
Top-pModel=Qwen3-30B-Instruct, Temperature=3.02026.0411.16
Top-pModel=LLaMA3-70B-Instruct, Temperature=4.02026.048.93
Min-pModel=Qwen3-30B-Instruct, Temperature=5.02026.048.56
Top-kModel=LLaMA3-70B-Instruct, Temperature=5.02026.048.26
Top-kModel=Qwen3-30B-Instruct, Temperature=4.02026.047.81
Top-pModel=LLaMA3-70B-Instruct, Temperature=5.02026.043.35
Top-kModel=Qwen3-30B-Instruct, Temperature=5.02026.043.34
Top-pModel=Qwen3-30B-Instruct, Temperature=4.02026.043.34
Min-pModel=Qwen3-30B-Instruct, Temperature=10.02026.040.51
Top-kModel=LLaMA3-70B-Instruct, Temperature=10.02026.040.22
Top-pModel=LLaMA3-70B-Instruct, Temperature=10.02026.040
Min-pModel=LLaMA3-70B-Instruct, Temperature=10.02026.040
Top-kModel=Qwen3-30B-Instruct, Temperature=10.02026.040
Top-pModel=Qwen3-30B-Instruct, Temperature=5.02026.040
Top-pModel=Qwen3-30B-Instruct, Temperature=10.02026.040