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Benchmarks
Solve Rate on Minigrid
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100
SixteenRooms Solve Rate
PLR
95
97.5
100
102.5
Jan 21, 2026
SixteenRooms Solve Rate
SixteenRooms2 Solve Rate
Labyrinth Solve Rate
LabyrinthFlipped Solve Rate
Labyrinth2 Solve Rate
StandardMaze Solve Rate
StandardMaze2 Solve Rate
StandardMaze3 Solve Rate
Mean Solve Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
SixteenRooms Solve Rate
SixteenRooms2 Solve Rate
Labyrinth Solve Rate
LabyrinthFlipped Solve Rate
Labyrinth2 Solve Rate
StandardMaze Solve Rate
StandardMaze2 Solve Rate
StandardMaze3 Solve Rate
Mean Solve Rate
PLR
Replay Mechanism=PVL
2026.01
100
95
71
63
51
63
63
91
75
ACCEL
Replay Mechanism=PVL
2026.01
100
88
86
78
73
84
88
99
87
PLR
Replay Mechanism=MNA
2026.01
100
100
88
73
93
98
86
100
92
ACCEL
Replay Mechanism=MNA
2026.01
100
100
68
73
95
100
99
98
91
DEGen
Replay Mechanism=MNA
2026.01
100
100
98
91
79
100
100
100
96
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