Reciprocal Recommendation on Japanese online dating dataset (log case)
111.3732Expected MatchesSW_LP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SW_LP2026.01 | 111.3732 | 434 | 331 | 0.5177 | 0.5974 | |
| Prod2026.01 | 106.002 | 765 | 608 | 0.548 | 0.6231 | |
| TU2026.01 | 102.6947 | 736 | 695 | 0.56 | 0.6398 | |
| IterLP2026.01 | 96.826 | 171 | 75 | 0.5152 | 0.5471 | |
| SW_Sinkhorn2026.01 | 96.594 | 1,606 | 2,028 | 0.5497 | 0.6392 | |
| alpha-SW_Sinkhornalpha=0.62026.01 | 95.2502 | 333 | 215 | 0.4569 | 0.5528 | |
| alpha-SW_Sinkhornalpha=0.82026.01 | 93.3817 | 672 | 474 | 0.4792 | 0.5777 | |
| NSW_LP2026.01 | 90.3883 | 31 | 14 | 0.3807 | 0.477 | |
| alpha-SW_Sinkhornalpha=0.42026.01 | 89.0915 | 100 | 70 | 0.428 | 0.5218 | |
| alpha-SW_Sinkhornalpha=0.22026.01 | 86.416 | 47 | 27 | 0.4152 | 0.5109 | |
| NSW_Sinkhorn2026.01 | 79.0419 | 42 | 19 | 0.3965 | 0.4923 | |
| Naive2026.01 | 60.0831 | 1,495 | 3,016 | 0.5748 | 0.6044 |