Mathematical Reasoning on GSM8K (test) (Exact Match %) benchmark leaderboard · SOTA2 Research

Mathematical Reasoning on GSM8K (test) (Exact Match %)

95.83Exact Match Accuracy (GSM8K Test)Top-k

Evaluation Results

Method	Links
Top-k2026.04		95.83
Top-nσ2026.04		95.68
Top-p2026.04		95.6
Min-p2026.04		95.6
Top-nσ2026.04		95.6
Min-k2026.04		95.6
Min-k2026.04		95.6
Top-nσ2026.04		95.45
Min-k2026.04		95.45
Top-nσ2026.04		95.37
Min-k2026.04		95.37
Min-k2026.04		95.37
Top-nσ2026.04		95.3
Top-k2026.04		95.15
Min-k2026.04		95.07
Top-p2026.04		95
Min-p2026.04		95
Min-p2026.04		94.92
Top-nσ2026.04		94.69
Top-k2026.04		94.62
Top-nσ2026.04		94.01
Top-nσ2026.04		93.25
Top-p2026.04		92.95
Top-nσ2026.04		92.95
Min-k2026.04		92.95
Top-p2026.04		92.95
Min-p2026.04		92.87
Top-nσ2026.04		92.87
Top-nσ2026.04		92.79
Min-k2026.04		92.65
Top-k2026.04		92.64
Min-p2026.04		92.57
Top-nσ2026.04		92.49
Min-k2026.04		92.42
Min-k2026.04		92.34
Top-p2026.04		92.04
Min-k2026.04		91.96
Min-k2026.04		91.89
Min-p2026.04		91.66
Top-k2026.04		91.13
Top-k2026.04		89.46
Min-p2026.04		87.95
Min-p2026.04		84.69
Top-k2026.04		81.2
Top-p2026.04		77.56
Top-p2026.04		64.22
Top-k2026.04		62.02
Min-p2026.04		58.98
Top-p2026.04		52.34
Top-k2026.04		36.92
Min-p2026.04		20.77
Top-p2026.04		9.63
Top-k2026.04		8.57
Top-p2026.04		0.83
Min-p2026.04		0.45
Top-k2026.04		0
Top-p2026.04		0
Min-p2026.04		0
Top-k2026.04		0
Top-p2026.04		0