CTR Prediction on TAAC-2025 (test)
76.07AUCDIN (Mix Seq + TAPF)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DIN (Mix Seq + TAPF)Type=Two-Stage, Model=DIN, Sequence=Mix Seq + TAPF2026.06 | 76.07 | 0.017 | 2.3 | |
| HyFormer (Mix Seq + TAPF)Type=Unified Block, Model=HyFormer, Sequence=Mix Seq + TAPF2026.06 | 75.73 | 0.0176 | 2.4 | |
| Transformer (Mix Seq + TAPF)Type=Two-Stage, Model=Transformer, Sequence=Mix Seq + TAPF2026.06 | 75.7 | 0.018 | 2.4 | |
| DIN (Mix Seq + PB)Type=Two-Stage, Model=DIN, Sequence=Mix Seq + PB2026.06 | 75.57 | 0.012 | 1.6 | |
| MixFormer (Mix Seq + TAPF)Type=Unified Block, Model=MixFormer, Sequence=Mix Seq + TAPF2026.06 | 75.45 | 0.0181 | 2.5 | |
| HyFormer (Mix Seq + PB)Type=Unified Block, Model=HyFormer, Sequence=Mix Seq + PB2026.06 | 75.32 | 0.0135 | 1.8 | |
| Transformer (Mix Seq + PB)Type=Two-Stage, Model=Transformer, Sequence=Mix Seq + PB2026.06 | 75.14 | 0.0124 | 1.7 | |
| MixFormer (Mix Seq + PB)Type=Unified Block, Model=MixFormer, Sequence=Mix Seq + PB2026.06 | 75.14 | 0.015 | 2 | |
| OneTrans (Mix Seq + TAPF)Type=Unified Block, Model=OneTrans, Sequence=Mix Seq + TAPF2026.06 | 74.88 | 0.0139 | 1.9 | |
| DIN (Pos Seq)Type=Two-Stage, Model=DIN, Sequence=Pos Seq2026.06 | 74.37 | — | — | |
| DIN (Pos Seq + TAPF)Type=Two-Stage, Model=DIN, Sequence=Pos Seq + TAPF2026.06 | 74.32 | 0.0005 | 0.1 | |
| OneTrans (Mix Seq + PB)Type=Unified Block, Model=OneTrans, Sequence=Mix Seq + PB2026.06 | 74.28 | 0.0079 | 1.1 | |
| Transformer (Pos Seq + TAPF)Type=Two-Stage, Model=Transformer, Sequence=Pos Seq + TAPF2026.06 | 74.22 | 0.0032 | 0.4 | |
| HyFormer (Pos Seq + TAPF)Type=Unified Block, Model=HyFormer, Sequence=Pos Seq + TAPF2026.06 | 74.13 | 0.0016 | 0.2 | |
| MixFormer (Pos Seq + TAPF)Type=Unified Block, Model=MixFormer, Sequence=Pos Seq + TAPF2026.06 | 74.01 | 0.0037 | 0.5 | |
| HyFormer (Pos Seq)Type=Unified Block, Model=HyFormer, Sequence=Pos Seq2026.06 | 73.97 | — | — | |
| Transformer (Pos Seq)Type=Two-Stage, Model=Transformer, Sequence=Pos Seq2026.06 | 73.9 | — | — | |
| MixFormer (Pos Seq)Type=Unified Block, Model=MixFormer, Sequence=Pos Seq2026.06 | 73.64 | — | — | |
| OneTrans (Pos Seq + TAPF)Type=Unified Block, Model=OneTrans, Sequence=Pos Seq + TAPF2026.06 | 73.58 | 0.0009 | 0.1 | |
| OneTrans (Pos Seq)Type=Unified Block, Model=OneTrans, Sequence=Pos Seq2026.06 | 73.49 | — | — |