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Scientific Reasoning on GPQA Main

43.08Accuracy

Llama 70B

Updated 4d ago

Evaluation Results

Method	Links
Llama 70B 2026.02		43.08
Mistral 24B 2026.02		39.95
FiMI Instruct 2026.02		37.95
Gemma 2 27B 2026.02		37.72
NeMo 12B IT 2026.02		34.59
Mistral 7B 2026.02		33.92
Min-k 2026.04		30.8
Top-nσ 2026.04		29.69
Min-k 2026.04		29.69
Min-k 2026.04		29.24
Min-p 2026.04		29.02
Top-nσ 2026.04		29.02
Min-k 2026.04		29.02
Llama 3.1 8B 2026.02		28.57
Top-p 2026.04		28.57
Top-k 2026.04		28.35
Top-nσ 2026.04		28.35
Top-nσ 2026.04		27.46
Min-k 2026.04		27.46
Top-k 2026.04		26.79
Top-nσ 2026.04		26.79
Top-nσ 2026.04		26.56
Min-k 2026.04		26.56
Min-p 2026.04		26.34
Top-p 2026.04		21.21
Min-p 2026.04		21.21
Min-p 2026.04		19.2
Min-k 2026.04		19.2
Min-k 2026.04		18.97
Min-k 2026.04		18.97
Min-k 2026.04		18.97
Top-k 2026.04		18.75
Top-nσ 2026.04		18.75
Min-k 2026.04		18.53
Top-nσ 2026.04		17.86
Top-nσ 2026.04		17.41
Top-nσ 2026.04		17.41
Top-nσ 2026.04		17.41
Min-k 2026.04		17.41
Top-k 2026.04		17.19
Top-p 2026.04		17.19
Min-p 2026.04		16.96
Top-p 2026.04		16.07
Top-nσ 2026.04		16.07
Top-k 2026.04		15.18
Min-p 2026.04		14.73
Top-k 2026.04		12.28
Top-p 2026.04		10.71
Min-p 2026.04		10.04
Top-k 2026.04		9.6
Top-p 2026.04		7.59
Min-p 2026.04		6.92
Top-k 2026.04		5.58
Min-p 2026.04		5.58
Top-p 2026.04		5.36
Top-k 2026.04		3.57
Top-p 2026.04		3.57
Min-p 2026.04		2.68
Top-k 2026.04		2.23
Top-p 2026.04		0.45
Top-k 2026.04		0
Top-p 2026.04		0
Top-p 2026.04		0
Min-p 2026.04		0
Top-k 2026.04		0
Top-p 2026.04		0
Min-p 2026.04		0