Sequential Recommendation on EB-NERD
50.06R@10HLLM baseline
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HLLM baselinePretrain Length=N.A., Recent Length=5002026.01 | 50.06 | 66.18 | 93.87 | 36.27 | 41.47 | 47.83 | |
| Personalized HLLMPretrain Length=400, Recent Length=100, Learnable Tokens (k)=22026.01 | 48.04 | 66.02 | 93.69 | 33.06 | 38.9 | 45.28 | |
| Personalized HSTUPretrain Length=400, Recent Length=100, Learnable Tokens (k)=22026.01 | 45 | 62.56 | 93.3 | 30.89 | 36.57 | 43.62 | |
| baseline HSTUPretrain Length=N.A., Recent Length=5002026.01 | 44.79 | 61.8 | 93.2 | 30.58 | 36.08 | 43.28 | |
| baseline HSTUPretrain Length=N.A., Recent Length=1002026.01 | 43.55 | 61.38 | 93.33 | 29.04 | 34.81 | 42.16 | |
| Baseline SASRecPretrain Length=N.A., Recent Length=5002026.01 | 38.79 | 46.69 | 62.59 | 28.93 | 31.49 | 35.05 | |
| HLLM baselinePretrain Length=N.A., Recent Length=1002026.01 | 38.09 | 57.11 | 92.25 | 23.58 | 29.69 | 37.77 | |
| Baseline SASRecPretrain Length=N.A., Recent Length=1002026.01 | 33.38 | 41.07 | 56.84 | 24.51 | 27 | 30.53 |