Sequential Recommendation on Kuairand 27K
0.68N@1HSTU + CAUSE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HSTU + CAUSEiLen=512, sLen=1,024, Inference (ms)=1.87, Training (s)=79.192026.01 | 0.68 | 1.88 | 2.37 | 3.84 | 4.59 | 1.79 | |
| HSTUiLen=2,048, sLen=4,096, Inference (ms)=11.10, Training (s)=297.352026.01 | 0.63 | 1.83 | 2.33 | 3.83 | 4.59 | 1.74 | |
| HSTUiLen=64, sLen=128, Inference (ms)=0.21, Training (s)=49.412026.01 | 0.61 | 1.73 | 2.18 | 3.56 | 4.27 | 1.63 | |
| HSTU + CAUSEiLen=64, sLen=128, Inference (ms)=0.19, Training (s)=45.732026.01 | 0.61 | 1.77 | 2.28 | 3.69 | 4.42 | 1.69 | |
| HSTUiLen=512, sLen=1,024, Inference (ms)=1.90, Training (s)=79.042026.01 | 0.61 | 1.75 | 2.21 | 3.64 | 4.37 | 1.67 | |
| HSTUiLen=256, sLen=512, Inference (ms)=0.84, Training (s)=57.882026.01 | 0.6 | 1.73 | 2.2 | 3.62 | 4.35 | 1.65 | |
| HSTUiLen=1,024, sLen=2,048, Inference (ms)=4.39, Training (s)=131.802026.01 | 0.6 | 1.78 | 2.27 | 3.7 | 4.42 | 1.69 | |
| GenRank + CAUSEiLen=512, sLen=512, Inference (ms)=1.47, Training (s)=61.472026.01 | 0.41 | 1.26 | 1.63 | 2.77 | 3.39 | 1.22 | |
| GenRankiLen=512, sLen=512, Inference (ms)=1.56, Training (s)=64.942026.01 | 0.38 | 1.21 | 1.57 | 2.66 | 3.25 | 1.17 |