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Benchmarks
LLM Selection on Open LLM Leaderboard Scientific Discovery scenario K = 42 models
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64
Main Objective
PrefUCB
52.664
55.607
58.55
61.493
Jun 20, 2026
Main Objective
Relaxable Objective
Optimal Selection Ratio
Updated 1mo ago
Evaluation Results
Method
Method
Links
Main Objective
Relaxable Objective
Optimal Selection Ratio
PrefUCB
2026.06
64
43.6
72.2
ScalarizedUCBr.r.
2026.06
59.3
46.3
64.6
GT-PF
2026.06
56.7
53.9
58.7
ParetoUCB
2026.06
53.1
51.1
55.5
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