Optimal Auction Design on 2x5 auction setting
2.453RevenueRegretFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RegretFormerRmax=10^-32022.02 | 2.453 | 0.001 | |
| EquivariantNetRmax=10^-32022.02 | 2.437 | 0.0015 | |
| CITransNetDSIC=No2023.05 | 2.3788 | — | |
| RegretNetRmax=10^-32022.02 | 2.339 | 0.0014 | |
| RegretFormerRmax=10^-42022.02 | 2.339 | 0.0002 | |
| RegretNetDSIC=No2023.05 | 2.339 | — | |
| AMenuNetDSIC=Yes2023.05 | 2.2768 | — | |
| Lottery AMADSIC=Yes2023.05 | 2.2354 | — | |
| Myerson bundledRmax=-2022.02 | 2.188 | 0 | |
| EquivariantNetRmax=10^-42022.02 | 2.168 | 0.0002 | |
| RegretNetRmax=10^-42022.02 | 2.121 | 0.0001 | |
| Myerson item-wiseRmax=-2022.02 | 2.083 | 0 | |
| Item-MyersonDSIC=Yes2023.05 | 2.0755 | — | |
| VCGRmax=-2022.02 | 1.667 | 0 | |
| VCGDSIC=Yes2023.05 | 1.6645 | — |