Maze Solving
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
72Success Rate (pass@2, Easy)
10
Apr 1, 2026
98.7Success Rate (pass@2, 4x4)
10
Apr 1, 2026
99.9Accuracy
9
Jun 1, 2026
14Solved Rate
9
Mar 17, 2026
27Solved Rate
9
Mar 17, 2026
71.8RSR
8
May 15, 2026
49.99Accuracy
7
Feb 27, 2026
86.83Accuracy (Mazes-19)
7
Feb 27, 2026
4.5Exact Solve Rate
5
Jun 1, 2026
98.1Exact Solve Rate
5
Jun 1, 2026
6Plan Accuracy
4
May 27, 2026
61.5Plan Accuracy
4
May 27, 2026
99.3Plan Accuracy
4
May 27, 2026
99.9Plan Accuracy
4
May 27, 2026
100Plan Accuracy
4
May 27, 2026
0.032Mean Path Length
3
Apr 16, 2026
88.8FSR
3
Mar 4, 2026
82.2Accuracy
1
Mar 25, 2026
—
—Accuracy
0
Feb 26, 2026
—
—Accuracy
0
Feb 26, 2026