Univariate Temporal Point Process modeling on Renewal1 synthetic (test)
-1.952NLLMAS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MASBackbone=Transformer, Knots=102026.07 | -1.952 | 1.533 | |
| IFTPPBackbone=Transformer2026.07 | -1.903 | 1.789 | |
| SAHPBackbone=Transformer2026.07 | -1.888 | 1.737 | |
| CUFUNBackbone=Transformer2026.07 | -1.844 | 1.441 | |
| TRITPPBackbone=Transformer2026.07 | -1.821 | 2.038 | |
| DTPPBackbone=Transformer2026.07 | -1.651 | 1.833 | |
| FULLYNNBackbone=Transformer2026.07 | -1.648 | 1.929 | |
| EMTPPBackbone=Transformer2026.07 | -1.646 | 1.671 | |
| THPBackbone=Transformer2026.07 | -1.619 | 1.71 | |
| WSMBackbone=Transformer2026.07 | -1.599 | 1.681 | |
| RMTPPBackbone=Transformer2026.07 | -1.571 | 2.071 | |
| HYPROBackbone=Transformer2026.07 | -1.524 | 1.712 | |
| IPPBackbone=Transformer2026.07 | -1.491 | 1.976 | |
| HAWKESBackbone=Transformer2026.07 | -1.336 | 2.143 |