Recommendation on Amazon Books (Hit@500, NDCG@500, AUC)
23.98Hit Rate@500TTT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TTTAttention Type=Linear Attention, Mean Rank=6.52026.02 | 23.98 | 3.71 | 88.71 | |
| PRISMAttention Type=Linear Attention, Mean Rank=2.752026.02 | 23.83 | 3.73 | 88.88 | |
| TITANSAttention Type=Linear Attention, Mean Rank=2.252026.02 | 23.62 | 3.74 | 88.69 | |
| MAMBA2Attention Type=Linear Attention, Mean Rank=4.252026.02 | 23.53 | 3.68 | 88.72 | |
| GSAAttention Type=Linear Attention, Mean Rank=6.252026.02 | 23.46 | 3.67 | 88.7 | |
| ATLASAttention Type=Linear Attention, Mean Rank=4.252026.02 | 23.3 | 3.59 | 88.84 | |
| HSTUAttention Type=Transformer2026.02 | 23.1 | 3.63 | 88.35 | |
| GDeltanetAttention Type=Linear Attention, Mean Rank=72026.02 | 22.75 | 3.57 | 88.44 | |
| SASRecAttention Type=Transformer2026.02 | 22.25 | 3.45 | 89.1 | |
| SLAAttention Type=Linear Attention, Mean Rank=5.882026.02 | 22.11 | 3.42 | 88.66 | |
| GLAAttention Type=Linear Attention, Mean Rank=7.622026.02 | 18.19 | 2.7 | 87.52 | |
| MoMAttention Type=Linear Attention, Mean Rank=8.252026.02 | 17 | 2.59 | 87.05 |