Multi-objective preference selection on OpenAI models Setup A1: K=5, M*=2
0.055Cost ($)ϵ-greedy
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ϵ-greedy2026.05 | 0.055 | 2.5 | 80 | |
| CUPID2026.05 | 0.056 | 2.2 | 100 | |
| CUPID without languageAblation=without language2026.05 | 0.06 | 4.2 | 100 | |
| CUPID without cost penaltyAblation=without cost penalty2026.05 | 0.081 | 4.2 | 100 | |
| Cost-constrained LMA2026.05 | 0.091 | 5.75 | 80 | |
| Latent Dueling Bandits2026.05 | 0.108 | — | 0 | |
| LMA2026.05 | 0.115 | 5 | 60 | |
| RUCB2026.05 | 0.161 | — | 0 |