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Single-Agent Web Navigation on WebShop (In-domain)
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100
Success Rate
MAGE
-4
23
50
77
Mar 4, 2026
Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate
MAGE
Category=Meta-RL
2026.03
100
GiGPO
Category=RL
2026.03
79.7
GRPO
Category=RL
2026.03
71.1
LAMER
Category=Meta-RL
2026.03
70.3
ReAct
Category=In-Context Le...
2026.03
3.9
Reflexion
Category=In-Context Le...
2026.03
3.9
A-MEM
Category=Memory-based
2026.03
0
Memento
Category=Memory-based
2026.03
0
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