Share your thoughts, 1 month free Claude Pro on usSee more

Maze Navigation

Benchmarks

Dataset Name	SOTA Method	Metric
Maze (test)	Fed-SE	Success Rate0.8	25	4mo ago
Maze Hard		Accuracy97.66	18	2mo ago
Maze (Standard)		Accuracy0.9961	14	4mo ago
Maze		RSR100	11	18d ago
Maze Navigation Easy	DreamFlow	Success Rate99.6	11	4mo ago
Maze navigation task	HardFlow	Safety Rate100	10	2mo ago
Maze MCR variant (100 held-out trajectories)	PPO	D_policy0.057	9	18d ago
Maze 100 held-out mazes	Max-at-K	Best Success Rate @ 352.6	8	2mo ago
Maze Navigation Hard	TART	Success Rate72.8	7	4mo ago
Maze Navigation Medium	TART	Success Rate90.8	7	4mo ago
MAZENAVIGATION OOD Both 8x8 Long 1.0	Wan2.2-TI2V-5B	EM3,200	7	4mo ago
MAZENAVIGATION 7x7 Long OOD Both 1.0	Wan2.2-TI2V-5B	EM4,000	7	4mo ago
MAZENAVIGATION OOD Path Length 6x6 Long 1.0	Wan2.2-TI2V-5B	Exact Match4,200	7	4mo ago
MAZENAVIGATION OOD Path Length 5x5 Long 1.0	Wan2.2-TI2V-5B	EM4,400	7	4mo ago
MAZENAVIGATION OOD Maze Sizes 8x8 1.0	Wan2.2-TI2V-5B	EM80	7	4mo ago
MAZENAVIGATION OOD Maze Sizes 7x7 1.0	Wan2.2-TI2V-5B (Unseen Visual Icons)	EM92	7	4mo ago
MAZENAVIGATION 3x3 - 6x6 1.0 (In Distribution)	Wan2.2-TI2V-5B	EM96	7	4mo ago
Multitask Deceptive Maze Navigation Case 3 - Task 2	MFEA-CoD (w/o A-ITP)	Success Rate (SR)100	6	23d ago
Multitask Deceptive Maze Navigation Case 3 - Task 1	MFEA-CoD (w/o A-ITP)	Success Rate (SR)100	6	23d ago
Multitask Deceptive Maze Navigation Case 2 Task 2	MFEA-CoD (w/o A-ITP)	Success Rate (Case 2 Task 2)100	6	23d ago
Multitask Deceptive Maze Navigation Case 2 Task 1	MFEA-CoD	Success Rate100	6	23d ago
Multitask Deceptive Maze Navigation Case 1 - Task 2	MFEA-CoD (w/o A-ITP)	Success Rate100	6	23d ago
Multitask Deceptive Maze Navigation Case 1 - Task 1	MFEA-CoD (w/o A-ITP)	Success Rate (SR)90	6	23d ago
32x32 Small Mazes (test)	Spiral RL	Mean Completion Time39.6	6	4mo ago
16x16 Small Mazes pseudo-randomly generated (test)	Spiral RL	Mean Completion Time11	6	4mo ago

Showing 25 of 45 rows