Thinking Outside the Box: Can Language Models Rely on External Guidance Selectively?
Open paper
Benchmark
Model
Rank
Results
mathematical-reasoning-on-aime-2026
Thinking Outside the Box + SFT + RL_env (Qwen3-4B) (extra data)
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Accuracy: 73.3
Rank counts only results with a code link.