CTR Prediction on KuaiRec (test)
0.8845AUCOneTrans (Mix Seq + TAPF)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OneTrans (Mix Seq + TAPF)Type=Unified Block, Model=OneTrans, Sequence=Mix Seq + TAPF2026.06 | 0.8845 | 0.0383 | 4.5 | |
| MixFormer (Mix Seq + TAPF)Type=Unified Block, Model=MixFormer, Sequence=Mix Seq + TAPF2026.06 | 0.8809 | 0.046 | 5.5 | |
| Transformer (Mix Seq + TAPF)Type=Two-Stage, Model=Transformer, Sequence=Mix Seq + TAPF2026.06 | 0.8808 | 0.0354 | 4.2 | |
| OneTrans (Mix Seq + PB)Type=Unified Block, Model=OneTrans, Sequence=Mix Seq + PB2026.06 | 0.8777 | 0.0315 | 3.7 | |
| HyFormer (Mix Seq + TAPF)Type=Unified Block, Model=HyFormer, Sequence=Mix Seq + TAPF2026.06 | 0.8774 | 0.0445 | 5.3 | |
| HyFormer (Mix Seq + PB)Type=Unified Block, Model=HyFormer, Sequence=Mix Seq + PB2026.06 | 0.8745 | 0.0416 | 5 | |
| MixFormer (Mix Seq + PB)Type=Unified Block, Model=MixFormer, Sequence=Mix Seq + PB2026.06 | 0.8724 | 0.0375 | 4.5 | |
| Transformer (Mix Seq + PB)Type=Two-Stage, Model=Transformer, Sequence=Mix Seq + PB2026.06 | 0.8719 | 0.0265 | 3.1 | |
| DIN (Mix Seq + TAPF)Type=Two-Stage, Model=DIN, Sequence=Mix Seq + TAPF2026.06 | 0.8711 | 0.0349 | 4.2 | |
| DIN (Mix Seq + PB)Type=Two-Stage, Model=DIN, Sequence=Mix Seq + PB2026.06 | 0.865 | 0.0288 | 3.4 | |
| OneTrans (Pos Seq + TAPF)Type=Unified Block, Model=OneTrans, Sequence=Pos Seq + TAPF2026.06 | 0.8497 | 0.0035 | 0.4 | |
| Transformer (Pos Seq + TAPF)Type=Two-Stage, Model=Transformer, Sequence=Pos Seq + TAPF2026.06 | 0.8488 | 0.0034 | 0.4 | |
| OneTrans (Pos Seq)Type=Unified Block, Model=OneTrans, Sequence=Pos Seq2026.06 | 0.8462 | — | — | |
| Transformer (Pos Seq)Type=Two-Stage, Model=Transformer, Sequence=Pos Seq2026.06 | 0.8454 | — | — | |
| DIN (Pos Seq + TAPF)Type=Two-Stage, Model=DIN, Sequence=Pos Seq + TAPF2026.06 | 0.8387 | 0.0025 | 0.3 | |
| HyFormer (Pos Seq + TAPF)Type=Unified Block, Model=HyFormer, Sequence=Pos Seq + TAPF2026.06 | 0.8384 | 0.0055 | 0.7 | |
| MixFormer (Pos Seq + TAPF)Type=Unified Block, Model=MixFormer, Sequence=Pos Seq + TAPF2026.06 | 0.8377 | 0.0028 | 0.3 | |
| DIN (Pos Seq)Type=Two-Stage, Model=DIN, Sequence=Pos Seq2026.06 | 0.8362 | — | — | |
| MixFormer (Pos Seq)Type=Unified Block, Model=MixFormer, Sequence=Pos Seq2026.06 | 0.8349 | — | — | |
| HyFormer (Pos Seq)Type=Unified Block, Model=HyFormer, Sequence=Pos Seq2026.06 | 0.8329 | — | — |