Univariate Temporal Point Process modeling on Self-correcting synthetic (test)
-1.478Negative Log-Likelihood (NLL)IFTPP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IFTPPBackbone=Transformer2026.07 | -1.478 | 0.963 | |
| SAHPBackbone=Transformer2026.07 | -1.421 | 1.122 | |
| CUFUNBackbone=Transformer2026.07 | -1.41 | 1.22 | |
| MASBackbone=Transformer, Knots=102026.07 | -1.38 | 1.215 | |
| EMTPPBackbone=Transformer2026.07 | -1.378 | 1.201 | |
| FULLYNNBackbone=Transformer2026.07 | -1.374 | 1.22 | |
| RMTPPBackbone=Transformer2026.07 | -1.348 | 1.162 | |
| DTPPBackbone=Transformer2026.07 | -1.341 | 0.898 | |
| TRITPPBackbone=Transformer2026.07 | -1.328 | 0.897 | |
| THPBackbone=Transformer2026.07 | -1.312 | 1.221 | |
| WSMBackbone=Transformer2026.07 | -1.308 | 1.219 | |
| IPPBackbone=Transformer2026.07 | -1.281 | 1.144 | |
| HYPROBackbone=Transformer2026.07 | -1.214 | 1.192 | |
| HAWKESBackbone=Transformer2026.07 | -1.123 | 1.282 |