List your company
ResearchFormerly WizWand

Recommendation on Industrial (test)

0.0143Recall@20RecLM (LightGCN)
0.003380.0062150.009050.011885Dec 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RecLM (LightGCN)Backbone=LightGCN, Setting=Full-Shot, Variant=Augment2024.120.01430.02250.00870.0107
RecLM (NCF)Backbone=NCF, Setting=Full-Shot, Variant=Augment2024.120.01330.00870.02060.0108
RecLM (SGL)Backbone=SGL, Setting=Full-Shot, Variant=Augment2024.120.01330.02210.0080.0106
RecLM (LightGCN)Backbone=LightGCN, Setting=Zero-Shot, Variant=Augment2024.120.01330.01880.0090.0106
RecLM (SimGCL)Backbone=SimGCL, Setting=Full-Shot, Variant=Augment2024.120.01280.02050.0080.0099
RecLM (BiasMF)Backbone=BiasMF, Setting=Full-Shot, Variant=Augment2024.120.01210.01980.00740.0097
RecLM (SGL)Backbone=SGL, Setting=Zero-Shot, Variant=Augment2024.120.01110.01760.00660.0084
NCFBackbone=NCF, Setting=Full-Shot, Variant=Base2024.120.01020.00760.01880.0091
LightGCNBackbone=LightGCN, Setting=Full-Shot, Variant=Base2024.120.00960.01620.00590.0076
LightGCNBackbone=LightGCN, Setting=Zero-Shot, Variant=Base2024.120.00920.0160.00510.007
RecLM (SimGCL)Backbone=SimGCL, Setting=Zero-Shot, Variant=Augment2024.120.00840.01370.00440.0059
BiasMFBackbone=BiasMF, Setting=Full-Shot, Variant=Base2024.120.00780.01430.00460.0066
SGLBackbone=SGL, Setting=Full-Shot, Variant=Base2024.120.00780.01380.0050.0068
SimGCLBackbone=SimGCL, Setting=Zero-Shot, Variant=Base2024.120.00780.0140.00420.0059
SGLBackbone=SGL, Setting=Zero-Shot, Variant=Base2024.120.00650.01140.00360.005
RecLM (BiasMF)Backbone=BiasMF, Setting=Zero-Shot, Variant=Augment2024.120.00560.01030.00260.004
RecLM (NCF)Backbone=NCF, Setting=Zero-Shot, Variant=Augment2024.120.00510.00310.00880.0041
NCFBackbone=NCF, Setting=Zero-Shot, Variant=Base2024.120.00440.00220.00560.0026
SimGCLBackbone=SimGCL, Setting=Full-Shot, Variant=Base2024.120.00420.00780.00260.0037
BiasMFBackbone=BiasMF, Setting=Zero-Shot, Variant=Base2024.120.00380.00680.0020.0029