Maze2D
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Maze2D medium
179.2Normalized Return
38
Maze2D umaze
141Normalized Return
38
Maze2D large
96.8Normalized Return
33
Maze2D large v1
220.66Normalized Return
30
Maze2D medium v1
166.82Normalized Return
30
Maze2D Square-b
85State Coverage Ratio
22
Maze2D (test)
-1BS1
22
Maze2D umaze v1
52.2Normalized Return
18
Maze2D Narrow
94Success Rate
16
Maze2D Broad
97Success Rate (SR)
16
maze2d-umaze v1 (100 episodes, 300 steps/ep)
165.19Score
16
Maze2D (test)
2.74Reward
16
Maze2D (test)
2.74Reward
16
Maze2D Square-tree
50State Coverage Ratio
11
Maze2D Corridor2
93State Coverage Ratio
11
Maze2D Square-d
0.77State Coverage Ratio
11
Maze2D Square-c
74State Coverage Ratio
11
Maze2D Square-a
87State Coverage Ratio
11
Maze2D U-Maze
185.3Normalized Return
10
Maze2D large v0 (test)
187.8Score
10
Maze2D medium v0 (test)
152.3Score
10
Maze2D umaze v0 (test)
111Overall Score
10
Maze2D large
361Total Reward
9
Maze2D medium
416.28Total Reward
9
Maze2D umaze
182.1Total Reward
9