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Benchmarks
LLM Selection on Open LLM Leaderboard High-frequency Trade scenario
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80.4
Main Objective Score
PrefUCB
49.928
57.839
65.75
73.661
Jun 20, 2026
Main Objective Score
Relaxable Objective Score
Optimal Selection Ratio
Updated 1mo ago
Evaluation Results
Method
Method
Links
Main Objective Score
Relaxable Objective Score
Optimal Selection Ratio
PrefUCB
2026.06
80.4
37.4
94.6
ScalarizedUCBr.r.
2026.06
65
46.6
69.5
GT-PF
2026.06
53.6
53.9
57.7
ParetoUCB
2026.06
51.1
51.8
56.9
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