Recommendation on Bookcrossing

24.32Recall

Disentangling Popularity and Quality

Updated 1mo ago

Evaluation Results

Method
Disentangling Popularity and Quality 2025.01	24.32	11.28	3.93	61.31	35.1	0.1096
Disentangling Popularity and Quality 2025.01	24.23	11.21	3.91	58.84	34.69	-0.0041
Disentangling Popularity and Quality 2025.01	24.09	11.3	3.93	67.6	37.96	0.409
Disentangling Popularity and Quality 2025.01	22.75	10.6	3.54	65.15	39.54	0.069
r-AdjNorm 2025.01	19.64	9.74	3.07	71.66	40.7	0.3278
DPNS 2025.01	19.19	9.57	2.94	84.32	62.71	0.6308
APDA 2025.01	18.81	9.75	3.16	71.32	37.86	0.3005
LightGCN 2025.01	18.62	9.22	2.8	77.07	41.58	0.3173
Reg 2025.01	18.51	9.16	2.82	77.14	40.91	0.3195
Our model 2025.01	17.11	9.4	3.75	65.49	34.82	0.053
Our model 2025.01	17.01	9.43	3.7	70.93	38.06	0.4099
Our model 2025.01	16.9	9.34	3.74	66.34	35.3	0.111
Our model 2025.01	16.25	8.84	3.37	69.78	38.74	0.0632
r-AdjNorm 2025.01	13.42	7.94	2.83	70.13	40.93	0.3198
DPNS 2025.01	13.1	7.93	2.72	87.61	62.68	0.6314
APDA 2025.01	13.04	8.18	3.02	72.83	37.44	0.2916
LightGCN 2025.01	12.69	7.59	2.62	77.83	41.88	0.3167
Reg 2025.01	12.35	7.52	2.7	77.13	40.59	0.315
w/o Cost 2025.01	10.43	7.49	3.38	69.61	35.29	0.113
Our model (2/3) 2025.01	10.38	7.49	3.39	69.09	34.62	0.0511
w/o Edge 2025.01	10.17	7.54	3.34	72.04	37.96	0.409
Our model (1/2) 2025.01	9.71	6.96	3.01	71.92	37.01	0.069
APDA 2025.01	7.92	6.73	2.71	73.24	36.37	0.2896
r-AdjNorm 2025.01	7.91	6.44	2.61	68.75	40.12	0.3276
DPNS 2025.01	7.87	6.37	2.42	84.75	62.24	0.6222
LightGCN 2025.01	7.54	6.15	2.36	75.65	41.21	0.315
Reg 2025.01	7.36	6.03	2.39	74.41	39.31	0.3125