Social Welfare Maximization on Simulated Text Advertising (Low-Budget ≤ 16k tokens)
187.26Mean WelfareIAMFM-ASH
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IAMFM-ASHBudget Regime=≤ 16k tokens2026.04 | 187.26 | 6 | |
| IAMFM-MFBOBudget Regime=≤ 16k tokens2026.04 | 186.26 | 5.02 | |
| IAMFM-SHBudget Regime=≤ 16k tokens2026.04 | 184.42 | 10.1 | |
| Uniform SamplingBudget Regime=≤ 16k tokens2026.04 | 184.26 | 4.62 | |
| UCB BanditBudget Regime=≤ 16k tokens2026.04 | 182.78 | 4.15 |