Reciprocal Recommendation on Speed Dating Experiment Data benchmark leaderboard · SOTA2 Research

Reciprocal Recommendation on Speed Dating Experiment Data

180.4715Expected MatchesIterLP

Evaluation Results

Method	Links
IterLP2026.01		180.4715	983	771	0.4682	0.4795
Prod2026.01		178.6392	5,836	5,623	0.5451	0.5601
TU2026.01		171.6968	4,768	4,833	0.5425	0.5556
alpha-SW_Sinkhorn2026.01		162.0965	3,076	2,803	0.498	0.5129
SW_Sinkhorn2026.01		160.0386	4,417	4,043	0.5202	0.5335
alpha-SW_Sinkhorn2026.01		156.6242	2,042	1,871	0.4779	0.4913
alpha-SW_Sinkhorn2026.01		154.9913	734	788	0.4391	0.455
alpha-SW_Sinkhorn2026.01		148.6413	162	214	0.4103	0.4276
NSW_Sinkhorn2026.01		131.9878	17	18	0.4017	0.4194
Naive2026.01		92.7133	14,701	12,494	0.4908	0.533
IterLP2026.01		83.2023	162	117	0.5239	0.528
alpha-SW_Sinkhorn2026.01		65.096	139	170	0.4549	0.4612
alpha-SW_Sinkhorn2026.01		61.1224	1,827	1,798	0.5314	0.5459
alpha-SW_Sinkhorn2026.01		60.1844	382	514	0.4516	0.4593
TU2026.01		56.8389	4,013	4,049	0.7184	0.7204
SW_Sinkhorn2026.01		54.836	4,205	3,954	0.5994	0.6041
alpha-SW_Sinkhorn2026.01		54.6347	62	103	0.4888	0.4981
Prod2026.01		51.3461	5,840	5,588	0.7416	0.7461
NSW_Sinkhorn2026.01		51.305	18	15	0.4322	0.4476
Naive2026.01		9.0523	15,817	13,417	0.735	0.7643