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Puzzle Solving on Sudoku Out Of Distribution

77.8Average @128Markov
-3.11217.89438.959.906Mar 20, 2026

Evaluation results

MethodLinks
MarkovModel=Qwen3-4B, Training Stage=RL post-training2026.0377.882
State-action-sequenceModel=Qwen3-4B, Training Stage=RL post-training2026.0371.282
Action-sequenceModel=Qwen3-4B, Training Stage=RL post-training2026.0369.282
State-action-sequenceModel=Qwen2.5-3B-It, Training Stage=RL post-training2026.0357.169
MarkovModel=Qwen2.5-3B-It, Training Stage=RL post-training2026.0356.468
MarkovModel=Qwen3-4B, Training Stage=SFT Warm-up2026.038.786
Action-sequenceModel=Qwen3-4B, Training Stage=SFT Warm-up2026.033.164
MarkovModel=Qwen2.5-3B-It, Training Stage=SFT Warm-up2026.032.975
State-action-sequenceModel=Qwen2.5-3B-It, Training Stage=SFT Warm-up2026.032.471
State-action-sequenceModel=Qwen3-4B, Training Stage=SFT Warm-up2026.031.962
Action-sequenceModel=Qwen2.5-3B-It, Training Stage=SFT Warm-up2026.0300
Action-sequenceModel=Qwen2.5-3B-It, Training Stage=RL post-training2026.0300