Sequential Recommendation on Sports (H@K and N@K metrics)
5.64Hit Rate @5ISRF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ISRFBackbone=DeepSeek-R1-14B2026.03 | 5.64 | 4.68 | 6.48 | 4.93 | |
| PeaPOD2024.07 | 5.54 | 4.4 | 6.65 | 4.73 | |
| ELMRecBackbone=T5-small2026.03 | 5.38 | 4.53 | 6.16 | 4.71 | |
| RDRec2024.07 | 5.05 | 4.08 | 5.96 | 4.33 | |
| PODBackbone=T5-small2026.03 | 4.97 | 3.99 | 5.85 | 4.22 | |
| POD2024.07 | 4.96 | 3.96 | 5.76 | 4.19 | |
| IDGenRec2024.07 | 4.29 | 3.26 | 5.74 | 3.72 | |
| VIP52024.07 | 4.12 | 3.45 | 4.75 | 3.65 | |
| RSL2026.03 | 3.92 | 3.3 | 5.12 | 3.75 | |
| P5Backbone=T5-small2026.03 | 3.87 | 3.12 | 4.6 | 3.36 | |
| P52024.07 | 2.72 | 1.69 | 3.61 | 1.98 | |
| S^3-Rec2024.07 | 2.51 | 1.61 | 3.64 | 2.04 | |
| SASRec2026.03 | 2.33 | 1.54 | 3.5 | 1.92 | |
| SASRec2024.07 | 2.33 | 1.54 | 3.5 | 1.92 | |
| HGN2026.03 | 1.89 | 1.2 | 3.13 | 1.63 | |
| FDSA2026.03 | 1.82 | 1.22 | 2.88 | 1.56 | |
| FDSA2024.07 | 1.82 | 1.22 | 2.88 | 1.56 | |
| GRU4Rec2026.03 | 1.29 | 0.86 | 2.04 | 0.99 | |
| GRU4Rec2024.07 | 1.29 | 0.86 | 2.04 | 1.1 | |
| Caser2026.03 | 1.16 | 0.72 | 1.94 | 0.97 | |
| BERT4Rec2026.03 | 1.15 | 0.75 | 1.91 | 0.99 | |
| BERT4Rec2024.07 | 1.15 | 0.75 | 1.91 | 0.99 |