MiniGrid
Benchmarks
TaskDatasetSOTA resultTrendResults
MiniGrid Suboptimal trajectories
100F1 Score
36
MiniGrid (test)
1F1 Score
36
MiniGrid
70.6Mean SR
10
MINIGRID
60Success Rate
9
MiniGrid
5.82Training Duration (hours)
9
MiniGrid held-out mazes
8616Rooms
9
MiniGrid v0 (test)
0.944GoToDoor-8x8 Success Rate
9
MiniGrid
94.4GoToDoor-8x8
9
MiniGrid Target 1 v1 (test)
8.6Red Ball Picked Score
8
MiniGrid full-view
99MTE
8
MiniGrid Target 3 v1 (test)
8.8Green Ball Picked Rate
7
MiniGrid Target 2 v1 (test)
9.2Green Ball Pick Success
7
MiniGrid
41,000,000Environment Steps (M)
7
MiniGrid Four Rooms
0.672Average Episodic Reward
7
MiniGrid
88.7Average Pass Rate
7
MiniGrid Case 1: Unseen Objects v1 (test)
9.6Target Generalization Score
6
MiniGrid Reverse Task Case 3 (target)
98Target Success Count (Case 3)
6
MiniGrid (Case 2)
9.8TGT Score
6
Minigrid PerfectMaze (M)
82Solved Rate
6
Minigrid LargeCorridor
95Solved Rate
6
Minigrid SmallCorridor
97Solved Rate
6
Minigrid SimpleCrossing
88Solved Rate
6
Minigrid Maze3
96Solved Rate
6
Minigrid Maze2
97Solved Rate
6
Minigrid Maze
82Solved Rate
6