Sequential Recommendation on Music
14.02RecallFEARec
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FEARecCategory=Sequential2025.12 | 14.02 | 7.24 | 5.15 | — | — | — | — | |
| DiffRecCategory=General2025.12 | 7.97 | 4.79 | 3.82 | — | — | — | — | |
| BiCoRecCategory=Sequential + Context-aware2025.12 | 6.82 | 3.52 | 2.53 | — | — | — | — | |
| SASRecCategory=Sequential2025.12 | 4.26 | 2.51 | 1.99 | — | — | — | — | |
| DICECategory=Context-aware2025.12 | 2 | 1.13 | 0.87 | — | — | — | — | |
| GRU4RecCategory=Sequential2025.12 | 1.84 | 0.83 | 0.52 | — | — | — | — | |
| FMCategory=Context-aware2025.12 | 0.42 | 0.2 | 0.13 | — | — | — | — | |
| De-biased MFCategory=Context-aware2025.12 | 0.27 | 0.11 | 0.06 | — | — | — | — | |
| BPRCategory=General2025.12 | 0.07 | 0.03 | 0.02 | — | — | — | — | |
| NCFCategory=General2025.12 | 0.07 | 0.06 | 0.05 | — | — | — | — | |
| PopRecCategory=General2025.12 | 0.05 | 0.02 | 0.01 | — | — | — | — | |
| TransRecCategory=Sequential2025.12 | 0.05 | 0.01 | 0 | — | — | — | — | |
| CaserCategory=Sequential2025.12 | 0 | 0 | 0 | — | — | — | — | |
| BERT4RecCategory=Sequential2025.12 | 0 | 0 | 0 | — | — | — | — | |
| BERT4Rec2026.02 | — | — | — | 0.14 | 0.2 | 0.26 | 0.46 | |
| ContextBERT4Rec2026.02 | — | — | — | 0.49 | 0.59 | 0.86 | 1.18 | |
| ERL2026.02 | — | — | — | 0.66 | 0.95 | 1.24 | 2.15 | |
| LARES2026.02 | — | — | — | 0.63 | 0.92 | 1.17 | 2.05 | |
| ManCAR2026.02 | — | — | — | 0.97 | 1.2 | 1.47 | 2.17 | |
| PLR2026.02 | — | — | — | 0.58 | 0.84 | 1.11 | 1.91 | |
| PRL2026.02 | — | — | — | 0.9 | 1.17 | 1.38 | 2.25 | |
| SASRec2026.02 | — | — | — | 0.17 | 0.27 | 0.33 | 0.61 |