| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Next-event time and location prediction | Earthquake | Temporal RMSE0.341 | 10 | |
| Marked Temporal Point Process Prediction | Earthquake (test) | RMSE1.542 | 10 | |
| Generative Modeling | Earthquake Spherical Dataset | NLL0.28 | 7 | |
| Generative Modeling | Earthquake (test) | Test NLL-0.4 | 7 | |
| Event Sequence Modeling | Earthquake | Log-Likelihood-1.828 | 6 | |
| Distribution Generation | Earthquake | NLL-0.27 | 6 | |
| Skeleton Estimation | earthquake | F1 Score97.78 | 3 |