CTR Prediction on KuaiRand (test)
67.62AUCHyFormer (Mix Seq + TAPF)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HyFormer (Mix Seq + TAPF)Type=Unified Block, Model=HyFormer, Sequence=Mix Seq + TAPF2026.06 | 67.62 | 0.0561 | 9 | |
| HyFormer (Mix Seq + PB)Type=Unified Block, Model=HyFormer, Sequence=Mix Seq + PB2026.06 | 67.2 | 0.0519 | 8.4 | |
| Transformer (Mix Seq + TAPF)Type=Two-Stage, Model=Transformer, Sequence=Mix Seq + TAPF2026.06 | 66.98 | 0.0585 | 9.6 | |
| MixFormer (Mix Seq + TAPF)Type=Unified Block, Model=MixFormer, Sequence=Mix Seq + TAPF2026.06 | 66.67 | 0.0505 | 8.2 | |
| DIN (Mix Seq + TAPF)Type=Two-Stage, Model=DIN, Sequence=Mix Seq + TAPF2026.06 | 66.55 | 0.0561 | 9.2 | |
| Transformer (Mix Seq + PB)Type=Two-Stage, Model=Transformer, Sequence=Mix Seq + PB2026.06 | 66.54 | 0.0541 | 8.8 | |
| DIN (Mix Seq + PB)Type=Two-Stage, Model=DIN, Sequence=Mix Seq + PB2026.06 | 66.24 | 0.053 | 8.7 | |
| OneTrans (Mix Seq + TAPF)Type=Unified Block, Model=OneTrans, Sequence=Mix Seq + TAPF2026.06 | 66.23 | 0.0414 | 6.7 | |
| MixFormer (Mix Seq + PB)Type=Unified Block, Model=MixFormer, Sequence=Mix Seq + PB2026.06 | 66.09 | 0.0447 | 7.3 | |
| OneTrans (Mix Seq + PB)Type=Unified Block, Model=OneTrans, Sequence=Mix Seq + PB2026.06 | 66.02 | 0.0393 | 6.3 | |
| OneTrans (Pos Seq + TAPF)Type=Unified Block, Model=OneTrans, Sequence=Pos Seq + TAPF2026.06 | 62.28 | 0.0019 | 0.3 | |
| OneTrans (Pos Seq)Type=Unified Block, Model=OneTrans, Sequence=Pos Seq2026.06 | 62.09 | — | — | |
| HyFormer (Pos Seq + TAPF)Type=Unified Block, Model=HyFormer, Sequence=Pos Seq + TAPF2026.06 | 62.08 | 0.0007 | 0.1 | |
| HyFormer (Pos Seq)Type=Unified Block, Model=HyFormer, Sequence=Pos Seq2026.06 | 62.01 | — | — | |
| MixFormer (Pos Seq + TAPF)Type=Unified Block, Model=MixFormer, Sequence=Pos Seq + TAPF2026.06 | 61.97 | 0.0035 | 0.6 | |
| MixFormer (Pos Seq)Type=Unified Block, Model=MixFormer, Sequence=Pos Seq2026.06 | 61.62 | — | — | |
| Transformer (Pos Seq + TAPF)Type=Two-Stage, Model=Transformer, Sequence=Pos Seq + TAPF2026.06 | 61.26 | 0.0013 | 0.2 | |
| Transformer (Pos Seq)Type=Two-Stage, Model=Transformer, Sequence=Pos Seq2026.06 | 61.13 | — | — | |
| DIN (Pos Seq + TAPF)Type=Two-Stage, Model=DIN, Sequence=Pos Seq + TAPF2026.06 | 60.98 | 0.0004 | 0.1 | |
| DIN (Pos Seq)Type=Two-Stage, Model=DIN, Sequence=Pos Seq2026.06 | 60.94 | — | — |