CTR Prediction on Amazon
0.8858AUCOracle
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oracle2026.04 | 0.8858 | 0.8844 | 0.6207 | |
| LoopCTRInference loops (i)=1, Training loops (L)=32026.04 | 0.8728 | 0.8713 | 0.6571 | |
| LoopCTRInference loops (i)=2, Training loops (L)=32026.04 | 0.8728 | 0.8715 | 0.6567 | |
| LoopCTRInference loops (i)=3, Training loops (L)=32026.04 | 0.8726 | 0.8713 | 0.656 | |
| LoopCTRInference loops (i)=0, Training loops (L)=32026.04 | 0.8715 | 0.87 | 0.6594 | |
| StackCTRLayers=32026.04 | 0.869 | 0.8679 | 0.6605 | |
| OneTrans2026.04 | 0.8689 | 0.867 | 0.6678 | |
| Wukong2026.04 | 0.8663 | 0.8647 | 0.6612 | |
| HSTU2026.04 | 0.8657 | 0.8639 | 0.6712 | |
| HiFormer2026.04 | 0.8615 | 0.8595 | 0.6876 | |
| DCNv22026.04 | 0.8611 | 0.8592 | 0.6804 | |
| DHEN2026.04 | 0.86 | 0.8582 | 0.6776 | |
| DIN2026.04 | 0.8587 | 0.8415 | 0.8234 | |
| MTGR2026.04 | 0.8554 | 0.8544 | 0.6859 | |
| DLRM2026.04 | 0.8537 | 0.8516 | 0.6937 | |
| AutoInt2026.04 | 0.8529 | 0.8517 | 0.6874 | |
| InterFormer2026.04 | 0.8386 | 0.8373 | 0.7187 | |
| GenLI2026.05 | 0.7564 | — | — | |
| TWIN2026.05 | 0.7503 | — | — | |
| ETA2026.05 | 0.7492 | — | — | |
| SIM-soft2026.05 | 0.7487 | — | — | |
| SIM-hard2026.05 | 0.7455 | — | — | |
| SDIM2026.05 | 0.7429 | — | — | |
| DIEN2026.05 | 0.7409 | — | — | |
| Avg-Pooling-long2026.05 | 0.7353 | — | — | |
| DIN2026.05 | 0.7267 | — | — |