Multi-objective preference selection on OpenAI models Setup A3: K=9, M*=2
0.022Cost ($)CUPID without language
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CUPID without languageAblation=without language2026.05 | 0.022 | 2 | 100 | |
| ϵ-greedy2026.05 | 0.058 | 2.5 | 80 | |
| CUPID without cost penaltyAblation=without cost penalty2026.05 | 0.066 | 2 | 100 | |
| CUPID2026.05 | 0.07 | 2 | 100 | |
| Cost-constrained LMA2026.05 | 0.097 | 1 | 20 | |
| RUCB2026.05 | 0.117 | 1 | 33.3 | |
| Latent Dueling Bandits2026.05 | 0.125 | — | 0 | |
| LMA2026.05 | 0.125 | 1 | 20 |