Earthquake
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Next-event time and location prediction | Earthquake | Temporal RMSE0.341 | 27 | |
| Multi-horizon forecasting | Earthquake | Inter-event Time RMSE1.229 | 15 | |
| Marked Temporal Point Process Prediction | Earthquake (test) | RMSE1.542 | 10 | |
| Next Event Prediction | Earthquake (test) | Temporal Error (RMSE)0.341 | 9 | |
| Spatio-Temporal Point Process Modeling | Earthquake (test) | Temporal Negative Log-Likelihood0.093 | 9 | |
| Causal Discovery | Earthquake d=5 | Mod. SHD1 | 7 | |
| Generative Modeling | Earthquake Spherical Dataset | NLL0.28 | 7 | |
| Generative Modeling | Earthquake (test) | Test NLL-0.4 | 7 | |
| Causal Discovery | Earthquake bnlearn repository | AUROC98.8 | 6 | |
| Autonomous Exploration | Earthquake Simulation World | Mean Area (m^2)1,968 | 6 | |
| Event Sequence Modeling | Earthquake | Log-Likelihood-1.828 | 6 | |
| Distribution Generation | Earthquake | NLL-0.27 | 6 | |
| Causal Discovery | EARTHQUAKE | F1100 | 5 | |
| Skeleton Estimation | earthquake | F1 Score97.78 | 3 |
Showing 14 of 14 rows