Multi-objective preference selection on OpenAI models Setup A2: K=7, M*=10
0.035Cost ($)CUPID
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CUPID2026.05 | 0.035 | 1 | 100 | |
| CUPID without cost penaltyAblation=without cost penalty2026.05 | 0.037 | 1 | 100 | |
| CUPID without languageAblation=without language2026.05 | 0.04 | 1.6 | 100 | |
| Cost-constrained LMA2026.05 | 0.042 | 2.6 | 100 | |
| LMA2026.05 | 0.046 | 2.6 | 100 | |
| Latent Dueling Bandits2026.05 | 0.049 | 1 | 100 | |
| ϵ-greedy2026.05 | 0.053 | 1.8 | 100 | |
| RUCB2026.05 | 0.116 | 1 | 33.3 |