| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Next-POI Recommendation | TKY (test) | MRR40.72 | 43 | |
| Next-POI Prediction | TKY | HR@2072.58 | 26 | |
| Next POI Prediction | TKY | ACC@130.47 | 18 | |
| Next POI Prediction | TKY (Head) | H@2091.94 | 13 | |
| Next Point-of-Interest Recommendation | TKY | HR@550.95 | 13 | |
| Next POI recommendation | TKY | ND@10.2417 | 12 | |
| Trajectory Perturbation | TKY (first 100 trajectories) | Total Time Cost (ms)0.05 | 5 | |
| Next-POI Prediction | TKY User Last (test) | HR@130.62 | 3 | |
| Local Service Recommendation | TKY | CUR5.59 | 2 | |
| Next-POI Prediction | TKY Trajectory Last (test) | HR@133.16 | 1 |