Retrieval on Taobao (test)
0.363IC@20GPR4DUR
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPR4DURMethod Category=Proposed Method2023.10 | 0.363 | 0.601 | 0.891 | 0.609 | 0.624 | 0.781 | 0.453 | 0.367 | 0.273 | -0.05 | -0.04 | -0.023 | |
| PIMIMethod Category=Multi-interest Recommendation2023.10 | 0.343 | 0.579 | 0.86 | 0.516 | 0.566 | 0.729 | 0.498 | 0.447 | 0.328 | -0.089 | -0.052 | -0.035 | |
| MostPopMethod Category=Simple Baselines2023.10 | 0.342 | 0.583 | 0.863 | 0.362 | 0.439 | 0.643 | 0.512 | 0.437 | 0.343 | -0.076 | -0.05 | -0.036 | |
| REMIMethod Category=Multi-interest Recommendation2023.10 | 0.339 | 0.576 | 0.855 | 0.511 | 0.54 | 0.698 | 0.477 | 0.408 | 0.377 | -0.077 | -0.048 | -0.03 | |
| YoutubeDNNMethod Category=Sequential Recommendation2023.10 | 0.305 | 0.523 | 0.822 | 0.471 | 0.529 | 0.713 | 0.498 | 0.443 | 0.356 | -0.054 | -0.044 | -0.03 | |
| RandomMethod Category=Simple Baselines2023.10 | 0.302 | 0.563 | 0.873 | 0.232 | 0.416 | 0.527 | 0.493 | 0.425 | 0.333 | -0.059 | -0.049 | -0.031 | |
| gSASRecMethod Category=Sequential Recommendation2023.10 | 0.302 | 0.506 | 0.817 | 0.502 | 0.552 | 0.73 | 0.502 | 0.447 | 0.396 | -0.082 | -0.077 | -0.064 | |
| BERT4RecMethod Category=Sequential Recommendation2023.10 | 0.301 | 0.508 | 0.814 | 0.494 | 0.535 | 0.721 | 0.482 | 0.433 | 0.376 | -0.062 | -0.053 | -0.04 | |
| CAMIMethod Category=Multi-interest Recommendation2023.10 | 0.296 | 0.522 | 0.814 | 0.518 | 0.573 | 0.734 | 0.424 | 0.363 | 0.281 | -0.052 | -0.039 | -0.027 | |
| GRU4RecMethod Category=Sequential Recommendation2023.10 | 0.295 | 0.503 | 0.81 | 0.492 | 0.533 | 0.724 | 0.469 | 0.413 | 0.3 | -0.053 | -0.041 | -0.03 | |
| MINDMethod Category=Multi-interest Recommendation2023.10 | 0.295 | 0.517 | 0.813 | 0.502 | 0.552 | 0.733 | 0.463 | 0.411 | 0.294 | -0.052 | -0.041 | -0.029 | |
| ComiRecMethod Category=Multi-interest Recommendation2023.10 | 0.284 | 0.501 | 0.807 | 0.509 | 0.561 | 0.731 | 0.433 | 0.38 | 0.291 | -0.051 | -0.042 | -0.03 |