Fair Re-ranking on Amazon Arts
-0.6276EFManifoldRank
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ManifoldRankRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -0.6276 | 0.2226 | 0.3621 | |
| FairSyncRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -0.6494 | 0.2947 | 0.3238 | |
| ElasticRankRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -0.6862 | 0.2429 | 0.3577 | |
| ManifoldRankRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -0.7013 | 0.3571 | 0.3158 | |
| ElasticRankRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -0.746 | 0.3868 | 0.3124 | |
| CPFairRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -0.8414 | 0.2412 | 0.3377 | |
| FairSyncRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -0.8975 | 0.3958 | 0.2586 | |
| CPFairRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -1.1086 | 0.3978 | 0.3041 | |
| P-MMFRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -1.1208 | 0.2438 | 0.3425 | |
| Min-regularizerRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -1.1742 | 0.3918 | 0.299 | |
| P-MMFRanking size (K)=20, Target Accuracy Constraint=NDCG > 99%2026.04 | -1.6035 | 0.4694 | 0.3218 | |
| Min-regularizerRanking size (K)=10, Target Accuracy Constraint=NDCG > 99%2026.04 | -1.6493 | 0.3028 | 0.2982 |