List your company

Mathematical Reasoning on GSM8K (test) (Accuracy, AUC_wrong (S), Spearman, AUC_wrong (S50))

0.749AccuracyLlama-3.1-8B-Inst
0.283080.404040.5250.64596Feb 2, 2026

Evaluation results

MethodLinks
Llama-3.1-8B-InstN=1319, Decoding=stochastic2026.020.7490.692-0.2880.598
Llama-3.2-3B-InstN=1319, Decoding=stochastic2026.020.7070.687-0.2950.618
Qwen2.5-7B-InstN=1319, Decoding=stochastic2026.020.50.644-0.250.581
Llama-3.2-1B-InstN=1319, Decoding=stochastic2026.020.4340.673-0.2980.615
Qwen2.5-1.5B-InstN=1319, Decoding=stochastic2026.020.4160.643-0.2440.565
Qwen2.5-0.5B-InstN=1319, Decoding=stochastic2026.020.3010.714-0.3410.654