Sequential Recommendation on Sports (HR@K and NDCG@K for K=10, 20)
6.11HR@10SAERec
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAERec2026.06 | 6.11 | 8.71 | 3.53 | 4.24 | |
| ICSRec2026.06 | 5.6 | 7.87 | 3.34 | 3.92 | |
| IRLLRec2026.06 | 5.41 | 8.08 | 3.21 | 4 | |
| TDPM2026.06 | 5.25 | 8.14 | 2.72 | 3.45 | |
| SRPFNRanking Protocol=Full-Catalog2026.06 | 5.03 | 7.84 | 2.45 | 3.16 | |
| FEARecRanking Protocol=Full-Catalog2026.06 | 4.88 | 7.04 | 2.31 | 2.86 | |
| P52026.06 | 4.83 | 5.71 | 3.31 | 3.8 | |
| DuoRec2026.06 | 4.66 | 6.96 | 2.44 | 3.02 | |
| IOCRec2026.06 | 4.52 | 6.84 | 2.2 | 2.79 | |
| CoSeRec2026.06 | 4.39 | 6.36 | 2.44 | 3.02 | |
| ICLRec2026.06 | 4.37 | 6.46 | 2.38 | 3.01 | |
| LC-Rec2026.06 | 4.05 | 6.25 | 2.11 | 2.66 | |
| TIGER2026.06 | 4.03 | 6.3 | 2.18 | 2.75 | |
| LLMInit2026.06 | 4.03 | 6.2 | 1.84 | 2.38 | |
| CL4SRec2026.06 | 3.96 | 5.57 | 1.91 | 2.36 | |
| SINE2026.06 | 3.89 | 6.1 | 1.99 | 2.55 | |
| AlphaFuse2026.06 | 3.83 | 5.72 | 1.77 | 2.24 | |
| SASRec2026.06 | 3.63 | 5.39 | 1.91 | 2.35 | |
| BERT4Rec2026.06 | 3.59 | 6.04 | 1.9 | 2.51 | |
| FMLP-Rec2026.06 | 3.36 | 5.25 | 1.83 | 2.31 | |
| SASRecRanking Protocol=Full-Catalog2026.06 | 3.34 | 4.99 | 1.8 | 2.21 | |
| SASRec2026.06 | 3.33 | 5 | 1.77 | 2.18 | |
| BERT4Rec2026.06 | 3.29 | 4.95 | 1.79 | 2.2 | |
| DSSRec2026.06 | 3.28 | 4.99 | 1.78 | 2.15 | |
| PreferGrow2026.06 | 2.67 | 3.43 | 1.62 | 1.81 | |
| Caser2026.06 | 2.61 | 3.99 | 1.35 | 1.78 | |
| GRU4Rec2026.06 | 2.58 | 4.21 | 1.42 | 1.74 | |
| BPR2026.06 | 2.15 | 3.69 | 1.05 | 1.44 | |
| DDSR2026.06 | 2.12 | 2.98 | 1.3 | 1.51 | |
| PreferDiff2026.06 | 2.11 | 2.56 | 1.44 | 1.55 | |
| S3-RecMIP2026.06 | 2.05 | 3.44 | 1.11 | 1.46 | |
| GRU4Rec2026.06 | 1.87 | 3.03 | 1.01 | 1.31 | |
| Caser2026.06 | 1.63 | 2.6 | 0.8 | 1.04 | |
| MoRec2026.06 | 1.54 | 2.72 | 0.71 | 1 | |
| UniSRec2026.06 | 1.46 | 2.57 | 0.68 | 0.96 |