Reciprocal Recommendation on Japanese online dating dataset inv case
74.9483Expected MatchesSW_LP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SW_LP2026.01 | 74.9483 | 330 | 254 | 0.5502 | 0.61 | |
| IterLP2026.01 | 66.5441 | 134 | 51 | 0.5554 | 0.5617 | |
| TU2026.01 | 62.4703 | 884 | 866 | 0.6447 | 0.7006 | |
| Prod2026.01 | 62.2062 | 942 | 756 | 0.6347 | 0.6862 | |
| alpha-SW_Sinkhornalpha=0.42026.01 | 60.0867 | 140 | 88 | 0.4517 | 0.52 | |
| NSW_LP2026.01 | 59.3736 | 19 | 8 | 0.3823 | 0.4706 | |
| alpha-SW_Sinkhornalpha=0.62026.01 | 56.0704 | 279 | 179 | 0.4301 | 0.5127 | |
| alpha-SW_Sinkhornalpha=0.82026.01 | 54.6973 | 772 | 861 | 0.466 | 0.5681 | |
| alpha-SW_Sinkhornalpha=0.22026.01 | 53.2755 | 73 | 47 | 0.4324 | 0.5039 | |
| SW_Sinkhorn2026.01 | 51.8311 | 1,538 | 2,165 | 0.5135 | 0.6105 | |
| NSW_Sinkhorn2026.01 | 44.3148 | 45 | 35 | 0.4396 | 0.5026 | |
| Naive2026.01 | 23.2191 | 2,061 | 3,561 | 0.7141 | 0.7255 |