Sequential Recommendation on Foursquare
25.52NDCG@5SCaLRec
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCaLRecCategory=Device-Cloud Rec2026.01 | 25.52 | 35.19 | 28.45 | 45.61 | |
| LSC4RecCategory=Device-Cloud Rec2026.01 | 24.25 | 31.36 | 26.69 | 41.86 | |
| CDA4RecCategory=Device-Cloud Rec2026.01 | 23.67 | 30.76 | 27.49 | 42.96 | |
| RARecCategory=Cloud Rec2026.01 | 22.93 | 31.9 | 24.33 | 40.97 | |
| TransRecCategory=Cloud Rec2026.01 | 20.87 | 28.13 | 22.84 | 41.07 | |
| DUETCategory=Device-Cloud Rec2026.01 | 20.2 | 27.39 | 23.45 | 37.68 | |
| SURGECategory=Cloud Rec2026.01 | 18.98 | 25.78 | 23.18 | 37.52 | |
| SASRecCategory=Cloud Rec2026.01 | 18.67 | 26.75 | 22.73 | 35.96 | |
| TransRec-DCategory=On-device Rec2026.01 | 18.53 | 25.24 | 22.34 | 34.03 | |
| LightGCNCategory=Cloud Rec2026.01 | 17.95 | 24.11 | 21.09 | 35.78 | |
| PREFERCategory=On-device Rec2026.01 | 17.62 | 23.03 | 19.66 | 31.61 | |
| RARec-DCategory=On-device Rec2026.01 | 16.88 | 23.16 | 20.67 | 32.28 | |
| DCCLCategory=On-device Rec2026.01 | 16.29 | 22.1 | 19.43 | 32.45 | |
| LLRecCategory=On-device Rec2026.01 | 16.07 | 21.15 | 18.93 | 28.29 |