Explore Broadly, Reason Sharply: Push Small Models toward the Frontier via Sampling
Open paper
Benchmark
Model
Rank
Results
arithmetic-reasoning-on-gsm8k
Qwen3-8B
–
Accuracy: 95.5
code-generation-on-humaneval
Qwen3-8B
–
Pass@1: 94.9
Rank counts only results with a code link.