Collaborative Filtering on ML-20M strong generalization benchmark leaderboard · SOTA2 Research

Collaborative Filtering on ML-20M strong generalization

0.3956AOA Recall@20RLAEDAN

Evaluation Results

Method	Links
RLAEDAN2025.04		0.3956	0.3432	0.0227	0.0127	0.2973	0.0501
EASEDAN2025.04		0.395	0.343	0.0217	0.012	0.2955	0.0497
RDLAE2025.04		0.3932	0.3422	0.0123	0.0062	0.2987	0.0489
LAEDAN2025.04		0.393	0.3414	0.0234	0.0128	0.2925	0.0493
EDLAE2025.04		0.3925	0.3421	0.0066	0.0035	0.2859	0.048
DLAE2025.04		0.3923	0.3408	0.0084	0.0047	0.2898	0.0477
RLAE2025.04		0.3913	0.3402	0.0137	0.0069	0.2951	0.0487
EASE2025.04		0.3905	0.339	0.0052	0.0022	0.2857	0.0479
MultVAE2025.04		0.3895	0.3278	0.0133	0.0077	0.2996	0.0509
LAE2025.04		0.3757	0.3228	0.0005	0.0001	0.2827	0.0473
BSPM2025.04		0.3725	0.3183	0.0104	0.006	0.2761	0.0463
SVD-AE2025.04		0.372	0.3205	0.0075	0.0041	0.2672	0.0454
TurboCF2025.04		0.3276	0.2728	0.0166	0.0111	0.2336	0.0402
GF-CF2025.04		0.325	0.2736	0.0029	0.0022	0.2188	0.0371