Click-Through Rate Prediction on KuaiVideo
0.12ParamsMTGR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MTGRBatch Size=20482026.04 | 0.12 | 62.27 | 29.17 | |
| HSTUBatch Size=20482026.04 | 0.15 | 117.31 | 43.27 | |
| InterFormerBatch Size=20482026.04 | 0.56 | 17.51 | 9.82 | |
| AutoIntBatch Size=20482026.04 | 0.6 | 10.06 | 2.91 | |
| LoopCTR(0/3)Batch Size=2048, Inference Loops=02026.04 | 0.74 | 124.32 | 10.5 | |
| OneTransBatch Size=20482026.04 | 0.81 | 38.27 | 16.85 | |
| HiFormerBatch Size=20482026.04 | 0.96 | 3.84 | 2.42 | |
| DHENBatch Size=20482026.04 | 1.09 | 5.68 | 3.3 | |
| DLRMBatch Size=20482026.04 | 1.12 | 3.88 | 1.81 | |
| DCNv2Batch Size=20482026.04 | 1.12 | 5.08 | 2 | |
| LoopCTR(1/3)Batch Size=2048, Inference Loops=12026.04 | 1.14 | 221.03 | 19.75 | |
| LoopCTR(2/3)Batch Size=2048, Inference Loops=22026.04 | 1.14 | 317.74 | 26.51 | |
| LoopCTR(3/3)Batch Size=2048, Inference Loops=32026.04 | 1.14 | 414.45 | 33.03 | |
| OracleBatch Size=20482026.04 | 1.14 | 258.65 | 21.22 | |
| DINBatch Size=20482026.04 | 1.19 | 17.83 | 4.99 | |
| StackCTR(3)Batch Size=20482026.04 | 1.96 | 414.45 | 33.03 | |
| WukongBatch Size=20482026.04 | 2.29 | 6.75 | 2.98 |