Fairness-aware Learning to Rank on MQ2008 Aperiodic (offline)
1cN@1TopK
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TopKSetting=offline2026.02 | 1 | 1 | 1 | 46.531 | |
| DIDRFSetting=offline2026.02 | 0.911 | 0.887 | 0.875 | 4.596 | |
| DIDRF-W/O-hSetting=offline2026.02 | 0.903 | 0.886 | 0.872 | 4.681 | |
| MCFairSetting=offline2026.02 | 0.901 | 0.882 | 0.857 | 4.658 | |
| FairKSetting=offline2026.02 | 0.899 | 0.861 | 0.858 | 4.835 | |
| FARASetting=offline2026.02 | 0.86 | 0.842 | 0.852 | 4.779 | |
| FairCoSetting=offline2026.02 | 0.801 | 0.824 | 0.859 | 4.936 | |
| MMFSetting=offline2026.02 | 0.592 | 0.731 | 0.787 | 11.393 | |
| PLFairSetting=offline2026.02 | 0.364 | 0.449 | 0.528 | 55.4 | |
| RandomKSetting=offline2026.02 | 0.362 | 0.45 | 0.529 | 54.739 |