Fairness-aware Learning to Rank on Istella-s Aperiodic (offline)
100cN@1TopK
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TopKSetting=offline2026.02 | 100 | 100 | 100 | 0.16 | |
| DIDRFSetting=offline2026.02 | 74.2 | 71.3 | 71.6 | 0.057 | |
| DIDRF-W/O-hSetting=offline2026.02 | 71.5 | 70.2 | 70.8 | 0.06 | |
| PLFairSetting=offline2026.02 | 69.6 | 67 | 69.5 | 0.23 | |
| MCFairSetting=offline2026.02 | 68.7 | 69.6 | 69.4 | 0.063 | |
| FARASetting=offline2026.02 | 66.7 | 44 | 40.7 | 0.15 | |
| FairCoSetting=offline2026.02 | 66.1 | 65.9 | 66.7 | 0.07 | |
| FairKSetting=offline2026.02 | 47.6 | 46.9 | 48.3 | 0.13 | |
| RandomKSetting=offline2026.02 | 16 | 17.9 | 20.6 | 0.23 | |
| MMFSetting=offline2026.02 | 16 | 18 | 20.6 | 0.2 |