Sequential Recommendation on Instrument
61.84Recall@10H2Rec
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| H2Rec2025.12 | 61.84 | — | 41.53 | — | |
| PCR-CAEmbedding Type=Hybrid Emb2025.12 | 60.72 | — | 40.56 | — | |
| MME-SIDEmbedding Type=Hybrid Emb2025.12 | 60.44 | — | 40.27 | — | |
| URL4DREmbedding Type=Hybrid Emb2025.12 | 60.05 | — | 40.24 | — | |
| LLM-ESREmbedding Type=HID Emb2025.12 | 58.81 | — | 38.09 | — | |
| MELTEmbedding Type=HID Emb2025.12 | 55.1 | — | 36.22 | — | |
| CCFRecEmbedding Type=SID Emb2025.12 | 50.78 | — | 33.76 | — | |
| SASRecEmbedding Type=HID Emb2025.12 | 50.57 | — | 34.42 | — | |
| PSRQEmbedding Type=SID Emb2025.12 | 46.87 | — | 31.61 | — | |
| BERT4RecEmbedding Type=HID Emb2025.12 | 46.01 | — | 32.13 | — | |
| PG-SIDEmbedding Type=SID Emb2025.12 | 44.53 | — | 30.03 | — | |
| SFM-SIDEmbedding Type=SID Emb2025.12 | 43.12 | — | 29.08 | — | |
| IGR-SR2025.12 | 5.62 | 8.28 | 2.89 | 3.62 | |
| ReaRec2025.12 | 5.31 | 7.74 | 2.77 | 3.41 | |
| ICLRec2025.12 | 5.28 | 7.67 | 2.74 | 3.36 | |
| LARES2025.12 | 5.23 | 7.7 | 2.71 | 3.34 | |
| ICSRec2025.12 | 5.21 | 7.62 | 2.69 | 3.31 | |
| SASRec2025.12 | 5.17 | 7.58 | 2.67 | 3.28 | |
| GRU4Rec2025.12 | 4.98 | 7.51 | 2.59 | 3.23 | |
| BERT4Rec2025.12 | 4 | 6.14 | 2.09 | 2.63 |