Tiny Recursive Reasoner Boosts Diffusion Models: Sudoku 2.9% to 71.2%
jm_alexia · x · 2026-10-14
Bigger diffusion models don't follow rules better — but adding a tiny recursive reasoner (TRM) that thinks before each denoising step does: Sudoku-Extreme jumps from 2.9% to 71.2%, Mazes from 19% to 75%, and CLEVR layouts from 62% to 89%.
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