Next-POI Prediction on TKY
72.58HR@20RECAP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RECAP2026.05 | 72.58 | 29.65 | 48.55 | 41.66 | |
| MELT2026.05 | 68.38 | 26.09 | 44.67 | 37.89 | |
| STHGCN2026.05 | 64.66 | 27.95 | 44.28 | 38.48 | |
| DCHL2026.05 | 62.58 | 15.66 | 35.54 | 27.98 | |
| ROTAN2026.05 | 62.38 | 25.46 | 41.52 | 35.67 | |
| DPRL2026.05 | 62.12 | 24.49 | 40.92 | 34.97 | |
| MSAHG2026.05 | 61.7 | 18.69 | 36.69 | 29.72 | |
| DePOI2026.05 | 61.05 | 18.16 | 36.93 | 30.19 | |
| DeepMove2026.05 | 60.36 | 24.99 | 40.14 | 34.56 | |
| LoTNext2026.05 | 56.89 | 20.63 | 36.64 | 31.02 | |
| REPLAY2026.05 | 54.95 | 22.31 | 36.45 | 31.38 | |
| Flashback2026.05 | 53.33 | 19.64 | 33.97 | 28.65 | |
| RECAP2026.05 | 51.96 | — | 26.67 | — | |
| MELT2026.05 | 47.81 | — | 25.03 | — | |
| STHGCN2026.05 | 45 | — | 24.63 | — | |
| MSAHG2026.05 | 44.49 | — | 23.17 | — | |
| DCHL2026.05 | 44.18 | — | 22.03 | — | |
| ROTAN2026.05 | 41.15 | — | 21.27 | — | |
| DPRL2026.05 | 38.27 | — | 19.12 | — | |
| GETNext2026.05 | 37.87 | 16.53 | 26.22 | 23.13 | |
| DePOI2026.05 | 35.05 | — | 17.06 | — | |
| DeepMove2026.05 | 33.4 | — | 16.43 | — | |
| LoTNext2026.05 | 32.64 | — | 16.46 | — | |
| REPLAY2026.05 | 31.52 | — | 16.71 | — | |
| Flashback2026.05 | 28.64 | — | 13.62 | — | |
| GETNext2026.05 | 10.54 | — | 4.29 | — |