Collaborative Filtering on ML 10M (Recall/NDCG@K) benchmark leaderboard · SOTA2 Research

Collaborative Filtering on ML 10M (Recall/NDCG@K)

19.34Recall@10DMICF

Evaluation Results

Method	Links
DMICF2025.06		19.34	34.18	30.48	35.48	43.31	38.5
IPCCF2025.06		18.14	30.94	28.41	32.43	40.58	35.61
LightCCF2025.06		18	30.97	27.9	31.93	39.6	34.72
BIGCF2025.06		17.76	30.95	27.64	31.88	39.28	34.57
EGCF2025.06		17.48	30.13	27.17	30.84	38.65	33.59
AdaMCL2025.06		16.72	27.91	26.16	29.04	37.35	31.9
MacridVAE2025.06		16.43	29.03	26.13	30.3	37.74	33.19
LightGCL2025.06		16.02	28.23	23.82	28.37	32.64	30.16
DirectAU2025.06		15.77	27.35	25.06	28.72	36.14	31.6
LightGCN2025.06		15.63	27.35	24.82	28.62	35.86	31.45
HCCF2025.06		15.16	26.79	24.27	28.01	35.1	30.72
IMP-GCN2025.06		14.51	25.9	23.43	27.11	34.29	29.85