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Benchmarks
Interactive LLM Agent Task Success on SciWorld Seen
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86.4
Success Rate
Q-Evolve
64.456
70.153
75.85
81.547
Jun 5, 2026
Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate
Q-Evolve
Backbone=Llama-3-8B-In...
2026.06
86.4
ETO + MPO
Backbone=Llama-3-8B-In...
2026.06
83.4
WKM
Backbone=Llama-3-8B-In...
2026.06
82.1
KnowAgent
Backbone=Llama-3-8B-In...
2026.06
81.7
ETO
Backbone=Llama-3-8B-In...
2026.06
81.3
SFT + MPO
Backbone=Llama-3-8B-In...
2026.06
70.2
SFT
Backbone=Llama-3-8B-In...
2026.06
65.3
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