SOTA Sudoku Solving benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Sudoku 512 tokens	d-TreeRPO	Pass@180.3	15	1mo ago
Sudoku 256 tokens	d-TreeRPO	Pass@192.9	15	1mo ago
Sudoku 2x2	Rainbow	Final Reward1.3	14	1mo ago
Sudoku 10k 9x9 boards (val)	TTC-Net	Board Accuracy93.4	12	1mo ago
Sudoku (test)	wd1	Accuracy76.4	12	1mo ago
Visual Sudoku	Neural (RRN)	Board Accuracy99.8	12	1mo ago
Symbolic Sudoku	Neural (RRN)	Board Accuracy1	12	1mo ago
Sudoku	GPT-OSS-120B	Success Rate (pass@1)100	10	1mo ago
Sudoku	dXPP	Average per-epoch runtime (ms)12.15	9	1mo ago
9x9 Sudoku (test)	Fine-tuned (solver order)	Cell Accuracy52	7	1mo ago
Sudoku 5x5	NSAM(ours)	Final Reward2.7	7	1mo ago
Sudoku 4x4	NSAM(ours)	Final Reward2.1	7	1mo ago
Sudoku 3x3	NSAM(ours)	Final Reward160	7	1mo ago
Sudoku (17-givens)	Recurrent Relational Network	Accuracy96.6	7	1mo ago
Sudoku-Extreme (test)	TRM	Accuracy87.4	6	24d ago
Sudoku OOD - RRN (test)	ConsFormer-LNS	Instance Solved Rate91.8	6	25d ago
Sudoku In-distribution (test)	Recurrent Trans.	Accuracy100	6	25d ago
Kaggle Unfiltered (generalization)	Self-Aware Markov Models	Accuracy99.9	6	1mo ago
Sudoku-Extreme (held-out)	Self-Aware Markov Models	Accuracy95.2	5	1mo ago
SatNet Easy (test)	RRN	Solve Rate100	5	1mo ago
RRN Sudoku (test)	Recurrent Relational Network	Complete Puzzle Accuracy96.6	4	1mo ago
Sudoku Full 9x9	Latent Lookahead	Accuracy35.5	3	25d ago
Mini 4x4 Sudoku	Latent Lookahead	Accuracy93.5	3	25d ago
Ultra Sudoku 25x25 SMT-Solvers (test)	SE-RRM	FSR (Success Rate)0	1	1mo ago
16x16 Maxi Sudoku (test)	SE-RRM	FSR0	1	1mo ago

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