Recommendation on News (test)
9.59NDCG@20SEATER (ours)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SEATER (ours)Category=Generative, Clustering=Greedy clustering algorithm2025.12 | 9.59 | 12.51 | 42.36 | 58.1 | 15.81 | 25.81 | |
| SEATER (original)Category=Generative, Status=reported in [15]2025.12 | 9.42 | 12.25 | 40.7 | 57.47 | 14.56 | 24.29 | |
| GRU4RecCategory=Dual-encoder, Status=reproduced2025.12 | 9.3 | 12.29 | 40.83 | 58.01 | 15.07 | 25.41 | |
| TIGERCategory=Generative, Status=reproduced2025.12 | 9.19 | 11.82 | 40.19 | 55.31 | 14.08 | 22.92 | |
| SASRecCategory=Dual-encoder, Status=reproduced2025.12 | 9.16 | 12.09 | 41.06 | 57.92 | 15.16 | 25.24 | |
| TDMCategory=Tree-based, Status=reproduced2025.12 | 8.3 | 10.67 | 38.21 | 52.48 | 12.8 | 20.8 | |
| GPTRecCategory=Generative, Status=reproduced2025.12 | 8.13 | 10.65 | 37.31 | 53.05 | 13.24 | 21.82 | |
| BERT4RecCategory=Dual-encoder, Status=reproduced2025.12 | 7.59 | 10.11 | 37.31 | 54.31 | 13.12 | 21.76 |