Recommendation on Amazon Movies (Hit@500, NDCG@500, AUC)
0.2407Hit@500PRISM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRISMAttention Type=Linear Attention, Mean Rank=2.752026.02 | 0.2407 | 0.0409 | 0.7727 | |
| MAMBA2Attention Type=Linear Attention, Mean Rank=4.252026.02 | 0.2388 | 0.0398 | 0.7713 | |
| HSTUAttention Type=Transformer2026.02 | 0.2385 | 0.0411 | 0.7748 | |
| ATLASAttention Type=Linear Attention, Mean Rank=4.252026.02 | 0.2376 | 0.0399 | 0.771 | |
| TITANSAttention Type=Linear Attention, Mean Rank=2.252026.02 | 0.2331 | 0.0394 | 0.7652 | |
| MoMAttention Type=Linear Attention, Mean Rank=8.252026.02 | 0.2322 | 0.0392 | 0.7705 | |
| SASRecAttention Type=Transformer2026.02 | 0.2281 | 0.0366 | 0.7677 | |
| TTTAttention Type=Linear Attention, Mean Rank=6.52026.02 | 0.2254 | 0.0372 | 0.7591 | |
| GDeltanetAttention Type=Linear Attention, Mean Rank=72026.02 | 0.2212 | 0.0369 | 0.7504 | |
| GLAAttention Type=Linear Attention, Mean Rank=7.622026.02 | 0.2122 | 0.0333 | 0.7478 | |
| SLAAttention Type=Linear Attention, Mean Rank=5.882026.02 | 0.2111 | 0.0344 | 0.7461 | |
| GSAAttention Type=Linear Attention, Mean Rank=6.252026.02 | 0.209 | 0.0333 | 0.7427 |