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Planning on 8x8 Grid
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89
Validity Rate
L-ICL
13.08
32.79
52.5
72.21
Jan 30, 2026
Validity Rate
Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Validity Rate
Success Rate
L-ICL
Number of training exa...
2026.01
89
89
L-ICL
Number of training exa...
2026.01
73
63
Self-Consistency
Reasoning samples (k)=...
2026.01
59
45
ReAct
Inference feedback=Ora...
2026.01
55
45
Self-Refine
Reasoning samples (k)=...
2026.01
51
44
ReAct
Prompting strategy=ReA...
2026.01
48
41
L-ICL
Number of training exa...
2026.01
40
33
ToT
Prompting strategy=ToT...
2026.01
33
12
RAG-ICL
Prompting strategy=RAG...
2026.01
21
9
RAG-ICL
Prompting strategy=RAG...
2026.01
20
6
L-ICL
Number of training exa...
2026.01
19
12
Zero-Shot
Prompting strategy=Zer...
2026.01
16
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