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Multi-behavior Recommendation on Taobao 1 (temporal split)

0.1328HR@10SWGCN
0.0008240.0350870.069350.103613Jan 31, 2026

Evaluation results

MethodLinks
SWGCN2026.010.13280.08090.18320.09350.27660.1120.37130.12730.49510.1446
SWGCN-TSynergy Alignment Task=concurrently trained2026.010.13130.08040.18170.09310.27640.11180.3730.12740.49670.1447
MBGCN2026.010.04710.02570.07190.0320.13510.04440.21170.05670.32950.0731
GHCF2026.010.04190.01970.06820.02630.12510.03740.20010.04950.33650.0684
BPR-MF2026.010.04170.02240.06280.02770.11890.03870.20480.05260.33930.0713
NCF-GMF2026.010.04140.02120.06470.02710.1130.03660.17120.0460.26480.059
NMTR-GMF2026.010.03960.02070.06340.02670.11660.03710.19770.05020.32830.0683
NCF-NeuMF2026.010.03730.02040.05590.0250.11140.0360.2080.05160.34310.0704
LightGCN2026.010.0370.02130.05710.02630.10590.03590.19210.04980.33040.0691
NCF-MLP2026.010.03650.02010.05540.02480.1120.03580.21040.05160.34310.0701
NGCF-OB2026.010.03520.02030.05870.02620.11650.03750.19940.05090.32610.0685
NGCF-MB2026.010.00590.00290.01040.0040.02030.0060.03320.0080.05290.0108