Fair Re-ranking on AliEC
-3.2473EFManifoldRank
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ManifoldRankRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -3.2473 | 0.7065 | 0.0774 | |
| ManifoldRankRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -3.2589 | 0.7647 | 0.0704 | |
| ElasticRankRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -3.5795 | 0.7937 | 0.068 | |
| ElasticRankRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -3.5835 | 0.8354 | 0.064 | |
| FairSyncRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -3.8817 | 0.7621 | 0.0721 | |
| FairSyncRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -5.5189 | 0.7675 | 0.059 | |
| P-MMFRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -8.7536 | 0.8147 | 0.0424 | |
| P-MMFRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -9.2907 | 0.8059 | 0.0433 | |
| CPFairRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -14.428 | 0.7689 | 0.0487 | |
| Min-regularizerRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -16.551 | 0.7673 | 0.0491 | |
| CPFairRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -21.618 | 0.7735 | 0.049 | |
| Min-regularizerRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -21.623 | 0.7903 | 0.0552 |