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Collaborative Filtering on ML-20M strong generalization

0.3956AOA Recall@20

RLAEDAN

Updated 4d ago

Evaluation Results

Method	Links
RLAEDAN 2025.04		0.3956	0.3432	0.0227	0.0127	0.2973	0.0501
EASEDAN 2025.04		0.395	0.343	0.0217	0.012	0.2955	0.0497
RDLAE 2025.04		0.3932	0.3422	0.0123	0.0062	0.2987	0.0489
LAEDAN 2025.04		0.393	0.3414	0.0234	0.0128	0.2925	0.0493
EDLAE 2025.04		0.3925	0.3421	0.0066	0.0035	0.2859	0.048
DLAE 2025.04		0.3923	0.3408	0.0084	0.0047	0.2898	0.0477
RLAE 2025.04		0.3913	0.3402	0.0137	0.0069	0.2951	0.0487
EASE 2025.04		0.3905	0.339	0.0052	0.0022	0.2857	0.0479
MultVAE 2025.04		0.3895	0.3278	0.0133	0.0077	0.2996	0.0509
LAE 2025.04		0.3757	0.3228	0.0005	0.0001	0.2827	0.0473
BSPM 2025.04		0.3725	0.3183	0.0104	0.006	0.2761	0.0463
SVD-AE 2025.04		0.372	0.3205	0.0075	0.0041	0.2672	0.0454
TurboCF 2025.04		0.3276	0.2728	0.0166	0.0111	0.2336	0.0402
GF-CF 2025.04		0.325	0.2736	0.0029	0.0022	0.2188	0.0371