SOTA Sudoku Solving benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Sudoku-Extreme (test)	LDT	Accuracy100	31	13d ago
Sudoku (test)	R-Transformer	Accuracy100	27	2d ago
Sudoku 512 tokens	d-TreeRPO	Pass@180.3	15	3mo ago
Sudoku 256 tokens	d-TreeRPO	Pass@192.9	15	3mo ago
Sudoku 2x2	Rainbow	Final Reward1.3	14	3mo ago
Sudoku 10k 9x9 boards (val)	TTC-Net	Board Accuracy93.4	12	2mo ago
Sudoku	GPT-OSS-120B	Success Rate (pass@1)100	12	21d ago
Visual Sudoku	Neural (RRN)	Board Accuracy99.8	12	3mo ago
Symbolic Sudoku	Neural (RRN)	Board Accuracy1	12	3mo ago
Sudoku Hard		Success Rate100	9	8d ago
Sudoku Easy		Accuracy100	9	8d ago
Sudoku	dXPP	Average per-epoch runtime (ms)12.15	9	3mo ago
Sudoku Extreme	S-AI-Recursive	RSR (%)87.3	8	19d ago
9x9 Sudoku (test)	Fine-tuned (solver order)	Cell Accuracy52	7	3mo ago
Sudoku 5x5	NSAM(ours)	Final Reward2.7	7	3mo ago
Sudoku 4x4	NSAM(ours)	Final Reward2.1	7	3mo ago
Sudoku 3x3	NSAM(ours)	Final Reward160	7	3mo ago
Sudoku (17-givens)	Recurrent Relational Network	Accuracy96.6	7	3mo ago
Sudoku OOD - RRN (test)	ConsFormer-LNS	Instance Solved Rate91.8	6	2mo ago
Sudoku In-distribution (test)	Recurrent Trans.	Accuracy100	6	2mo ago
Kaggle Unfiltered (generalization)	Self-Aware Markov Models	Accuracy99.9	6	2mo ago
Sudoku	S-AI-Recursive	RSR87.3	5	19d ago
Sudoku-Extreme (held-out)	Self-Aware Markov Models	Accuracy95.2	5	2mo ago
SatNet Easy (test)	RRN	Solve Rate100	5	3mo ago
RRN Sudoku (test)	Recurrent Relational Network	Complete Puzzle Accuracy96.6	4	3mo ago

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