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Benchmarks
Hierarchical Planning on Maze
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3,518
Token Cost
LLM + π
1,415.32
15,608.41
29,801.5
43,994.59
Jan 31, 2026
Token Cost
Success Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Token Cost
Success Rate
LLM + π
Agent Architecture=LLM...
2026.01
3,518
-
TheoryCoder-2
Ablation Configuration...
2026.01
19,737
-
TheoryCoder-2
Ablation Configuration...
2026.01
21,236
-
TheoryCoder-2
Ablation Configuration...
2026.01
23,186
-
LLM + P
Agent Architecture=LLM...
2026.01
24,396
-
WorldCoder
Agent Architecture=Wor...
2026.01
56,085
-
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