Next-item prediction on Diginetica (test)
37.42Hits@10FAPAT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FAPATUse attributes=true2023.12 | 37.42 | 21.31 | 16.39 | 50.41 | 24.59 | 17.29 | |
| GRU4RecUse attributes=false2023.12 | 36.77 | 20.71 | 15.8 | 49.68 | 23.97 | 16.7 | |
| GCE-GNNUse attributes=false2023.12 | 36.32 | 20.77 | 16.02 | 48.67 | 23.89 | 16.87 | |
| NARMUse attributes=false2023.12 | 35.98 | 20.18 | 15.36 | 48.89 | 23.44 | 16.26 | |
| GC-SANUse attributes=false2023.12 | 35.25 | 19.72 | 14.97 | 47.87 | 22.9 | 15.85 | |
| SR-GNNUse attributes=false2023.12 | 35.21 | 19.68 | 14.94 | 47.99 | 22.9 | 15.82 | |
| MSGIFSRUse attributes=false2023.12 | 34.74 | 19.43 | 14.76 | 46.23 | 21.88 | 15.01 | |
| CSRMUse attributes=false2023.12 | 33.97 | 19.43 | 14.98 | 45.83 | 22.42 | 15.8 | |
| LESSRUse attributes=false2023.12 | 33.68 | 18.71 | 14.14 | 46.23 | 21.88 | 15.01 | |
| STAMPUse attributes=false2023.12 | 33.59 | 18.89 | 14.41 | 45.87 | 22 | 15.26 | |
| S3-RecUse attributes=true2023.12 | 33.48 | 18.58 | 14.04 | 45.97 | 21.74 | 14.9 | |
| FPMCUse attributes=false2023.12 | 31.57 | 17.4 | 13.08 | 43.19 | 20.33 | 13.88 | |
| S2-DHCNUse attributes=false2023.12 | 30.76 | 17.04 | 12.86 | 42.39 | 19.98 | 13.66 | |
| M2TRecUse attributes=true2023.12 | 29.67 | 16.3 | 12.23 | 41.23 | 19.22 | 13.02 |