Click-Through Rate Prediction on InHouse
0.15ParamsHSTU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HSTUBatch Size=20482026.04 | 0.15 | 2,150 | 775.72 | |
| DCNv2Batch Size=20482026.04 | 0.16 | 37.7 | 11.27 | |
| MTGRBatch Size=20482026.04 | 0.24 | 803.31 | 507.08 | |
| DINBatch Size=20482026.04 | 0.26 | 78.45 | 24.91 | |
| AutoIntBatch Size=20482026.04 | 0.6 | 50.7 | 13.91 | |
| LoopCTR(0/3)Batch Size=2048, Inference Loops=02026.04 | 1.15 | 13.38 | 9.26 | |
| OneTransBatch Size=20482026.04 | 1.29 | 417.97 | 494.58 | |
| LoopCTR(1/3)Batch Size=2048, Inference Loops=12026.04 | 1.56 | 15.17 | 73.65 | |
| LoopCTR(2/3)Batch Size=2048, Inference Loops=22026.04 | 1.56 | 16.97 | 97.15 | |
| LoopCTR(3/3)Batch Size=2048, Inference Loops=32026.04 | 1.56 | 18.76 | 120.27 | |
| OracleBatch Size=20482026.04 | 1.56 | 15.94 | 68.95 | |
| StackCTR(3)Batch Size=20482026.04 | 2.37 | 18.76 | 120.27 | |
| WukongBatch Size=20482026.04 | 2.95 | 6.87 | 9.47 | |
| DLRMBatch Size=20482026.04 | 3.22 | 6.42 | 8.46 | |
| HiFormerBatch Size=20482026.04 | 4.74 | 11.63 | 11.27 | |
| InterFormerBatch Size=20482026.04 | 5.03 | 162.03 | 479.76 | |
| DHENBatch Size=20482026.04 | 25.47 | 63.28 | 19.56 |