Second-stage popularity conversion prediction on Taoke (time-ordered)
1.867MSLECasTemp-W/ GTP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CasTemp-W/ GTPConfiguration=Oracle variant using ground-truth y_pop_i2025.10 | 1.867 | 0.705 | 53.66 | |
| CasTemp2025.10 | 1.934 | 0.767 | 54.52 | |
| CasTemp-W/O PAblation=without predicted popularity value y_hat_pop_i2025.10 | 3.542 | 1.239 | 45.61 | |
| CasCN2025.10 | 8.569 | 2.192 | 17.96 | |
| CTCP2025.10 | 10.072 | 2.342 | 15.24 | |
| MLP2025.10 | 18.958 | 3.724 | 5.75 | |
| CasFlow2025.10 | 19.323 | 2.972 | 11.91 | |
| CasDo2025.10 | 37.652 | 5.056 | 2.01 | |
| DeepHawkes2025.10 | 41.941 | 5.813 | 2.07 |