Sequential Recommendation on Fashion
17.67RecallDICE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DICECategory=Context-aware2025.12 | 17.67 | 14.82 | 13.85 | — | — | |
| FEARecCategory=Sequential2025.12 | 17.62 | 15.72 | 15.08 | — | — | |
| DiffRecCategory=General2025.12 | 17.48 | 14.87 | 13.98 | — | — | |
| TransRecCategory=Sequential2025.12 | 14.64 | 11.27 | 10.13 | — | — | |
| BiCoRecCategory=Sequential + Context-aware2025.12 | 14.59 | 12 | 11.12 | — | — | |
| SASRecCategory=Sequential2025.12 | 13.63 | 8.01 | 6.2 | — | — | |
| BPRCategory=General2025.12 | 13.59 | 13.03 | 12.86 | — | — | |
| De-biased MFCategory=Context-aware2025.12 | 13.03 | 12.36 | 12.16 | — | — | |
| GRU4RecCategory=Sequential2025.12 | 11.88 | 8.26 | 7.13 | — | — | |
| BERT4RecCategory=Sequential2025.12 | 11.87 | 4.85 | 2.83 | — | — | |
| NCFCategory=General2025.12 | 11.3 | 6.93 | 5.57 | — | — | |
| FMCategory=Context-aware2025.12 | 10.88 | 10.87 | 10.01 | — | — | |
| CaserCategory=Sequential2025.12 | 4.29 | 1.72 | 0.96 | — | — | |
| PopRecCategory=General2025.12 | 2.46 | 1.04 | 0.64 | — | — | |
| AlphaFuse2026.06 | — | — | — | 5.72 | 0.22 | |
| GenAIR2026.06 | — | — | — | 5.95 | 0.22 | |
| LLM-ESR2026.06 | — | — | — | 6.98 | 3.34 | |
| LLMEmb2026.06 | — | — | — | 26.99 | 0.22 | |
| SASRec2026.06 | — | — | — | 5.72 | 0.22 |