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Benchmarks
Sequential Decision Making on ALFWorld-A
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21.33
Cumulative Return
LWM-Planner
-0.8532
4.9059
10.665
16.4241
Jun 10, 2025
Cumulative Return
Steps per Success
Updated 1mo ago
Evaluation Results
Method
Method
Links
Cumulative Return
Steps per Success
LWM-Planner
random seeds=10
2025.06
21.33
8.44
ReAct
random seeds=10
2025.06
12.6
24.7
Reflexion
random seeds=10
2025.06
11
25.67
ReAct + FEC
random seeds=10
2025.06
4.7
14.55
Random
random seeds=10
2025.06
0
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