Next POI Recommendation on CA (test)
35.84HR@5CaST-POI
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CaST-POI2026.02 | 35.84 | 42.58 | 27.15 | 29.34 | 25.02 | |
| CoMaPOI2026.02 | 33 | 39.16 | 24.96 | 26.96 | 23.1 | |
| MTNet2026.02 | 30.25 | 36.08 | 22.39 | 24.27 | 21.35 | |
| MAERec2026.02 | 24.37 | 29.37 | 17.76 | 19.48 | 17.09 | |
| GETNext2026.02 | 24.26 | 29.32 | 17.83 | 19.48 | 17.16 | |
| LLM4POI2026.02 | 23.65 | 25.91 | 19.01 | 19.39 | 20.13 | |
| BERT4Rec2026.02 | 23.22 | 28.22 | 17.26 | 18.66 | 16.61 | |
| TiCoSeRec2026.02 | 22.66 | 28.11 | 16.99 | 18.48 | 16.75 | |
| POIGDE2026.02 | 22.61 | 26.73 | 18.24 | 19.49 | 17.89 | |
| CrossDR2026.02 | 22.11 | 28.61 | 16.11 | 18.18 | 15.79 | |
| DiffuRec2026.02 | 21.67 | 24.15 | 17.35 | 18.06 | 16.6 | |
| SASRec2026.02 | 21.34 | 26.4 | 16.04 | 17.68 | 15.94 | |
| DuoRec2026.02 | 19.47 | 24.04 | 14.47 | 15.85 | 14.31 |