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Recommendation on Tiktok (Overall)

9.005Recall@20DIF
6.019166.794337.56958.34467Jun 17, 2026

Evaluation results

MethodLinks
DIFBase Model=SimGCL2026.069.0053.993
DIFBase Model=LightGCN2026.068.8423.555
MWUFBase Model=SimGCL2026.068.6463.946
RINCEBase Model=SimGCL2026.068.4833.583
RINCEBase Model=LightGCN2026.068.4343.741
DECLBase Model=LightGCN2026.067.9123.039
DIFBase Model=NeuMF2026.067.8793.113
MWUFBase Model=NeuMF2026.067.6353.214
MWUFBase Model=LightGCN2026.067.6023.283
NormalBase Model=NeuMF2026.066.9492.763
RINCEBase Model=NeuMF2026.066.8522.791
DECLBase Model=SimGCL2026.066.8193.208
NormalBase Model=SimGCL2026.066.6073.291
NormalBase Model=LightGCN2026.066.4933.043
DECLBase Model=NeuMF2026.066.1342.351