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Benchmarks
Multi-objective preference selection on OpenAI models Setup A3: K=9, M*=2
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0.022
Cost ($)
CUPID without language
0.01788
0.04569
0.0735
0.10131
May 30, 2026
Cost ($)
CR
CP
Updated 1mo ago
Evaluation Results
Method
Method
Links
Cost ($)
CR
CP
CUPID without language
Ablation=without language
2026.05
0.022
2
100
ϵ-greedy
2026.05
0.058
2.5
80
CUPID without cost penalty
Ablation=without cost...
2026.05
0.066
2
100
CUPID
2026.05
0.07
2
100
Cost-constrained LMA
2026.05
0.097
1
20
RUCB
2026.05
0.117
1
33.3
Latent Dueling Bandits
2026.05
0.125
-
0
LMA
2026.05
0.125
1
20
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