Univariate Temporal Point Process modeling on Renewal2 synthetic (test)
-2.097NLLDTPP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DTPPBackbone=Transformer2026.07 | -2.097 | 2.875 | |
| MASBackbone=Transformer, Knots=102026.07 | -2.062 | 2.823 | |
| SAHPBackbone=Transformer2026.07 | -1.973 | 2.981 | |
| RMTPPBackbone=Transformer2026.07 | -1.95 | 3.064 | |
| TRITPPBackbone=Transformer2026.07 | -1.91 | 3.081 | |
| WSMBackbone=Transformer2026.07 | -1.531 | 2.943 | |
| HYPROBackbone=Transformer2026.07 | -1.521 | 3.012 | |
| THPBackbone=Transformer2026.07 | -1.508 | 2.98 | |
| CUFUNBackbone=Transformer2026.07 | -1.454 | 3.069 | |
| FULLYNNBackbone=Transformer2026.07 | -1.453 | 3.064 | |
| EMTPPBackbone=Transformer2026.07 | -1.453 | 3.038 | |
| IFTPPBackbone=Transformer2026.07 | -1.385 | 2.967 | |
| IPPBackbone=Transformer2026.07 | -0.809 | 3.028 | |
| HAWKESBackbone=Transformer2026.07 | 1.487 | 3.382 |