Sequential Recommendation on Industry internal (test)
18.56Recall@5MDGR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MDGRRecommendation Paradigm=Masked Diffusion Generative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 18.56 | 11.92 | 22.1 | 14.22 | |
| RPGRecommendation Paradigm=Semantic ID-based Generative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 16.79 | 10.76 | 20.18 | 12.96 | |
| CobraRecommendation Paradigm=Semantic ID-based Generative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 16.59 | 10.59 | 19.96 | 12.85 | |
| TIGERRecommendation Paradigm=Semantic ID-based Generative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 16.2 | 10.49 | 19.43 | 12.44 | |
| HeterRecRecommendation Paradigm=Item ID-based Discriminative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 15.92 | 10.14 | 18.9 | 12.08 | |
| DiffuRecRecommendation Paradigm=Item ID-based Discriminative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 15.86 | 10.13 | 18.89 | 12.07 | |
| VQ-RecRecommendation Paradigm=Item ID-based Discriminative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 15.2 | 9.75 | 18.43 | 11.77 | |
| PinnerFormerRecommendation Paradigm=Item ID-based Discriminative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 14.83 | 9.5 | 17.66 | 11.32 | |
| S3RecRecommendation Paradigm=Item ID-based Discriminative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 14.56 | 9.34 | 17.22 | 11.01 | |
| BERT4RecRecommendation Paradigm=Item ID-based Discriminative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 14.21 | 9.11 | 16.93 | 10.79 | |
| SASRecRecommendation Paradigm=Item ID-based Discriminative Recommendation, Evaluation Protocol=leave-one-out2026.01 | 14.13 | 9.09 | 16.95 | 10.8 |