Next-event time and location prediction on Earthquake
0.341Temporal RMSEDeepSTPP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeepSTPP2026.03 | 0.341 | 9.2 | — | |
| KSTPP2026.03 | 0.372 | 6.72 | — | |
| DSTPP2026.03 | 0.375 | 6.77 | — | |
| Poisson2026.03 | 0.412 | 9.45 | — | |
| RMTPP2026.03 | 0.424 | — | — | |
| STHP2026.03 | 0.424 | 8.35 | — | |
| NJSDE2026.03 | 0.465 | 9.98 | — | |
| NSTPP2026.03 | 0.547 | 8.11 | — | |
| SURF-GLQEvaluation Protocol=finetuned2026.05 | 1.228 | — | 47.3 | |
| SURF-CSBEvaluation Protocol=finetuned2026.05 | 1.256 | — | 47.2 | |
| SURF-MoEEvaluation Protocol=finetuned2026.05 | 1.258 | — | 47 | |
| SURF-CSBEvaluation Protocol=joint2026.05 | 1.294 | — | 47.1 | |
| SURF-GLQEvaluation Protocol=joint2026.05 | 1.294 | — | 47.2 | |
| TimesFMEvaluation Protocol=from scratch2026.05 | 1.367 | — | — | |
| DTPPEvaluation Protocol=from scratch2026.05 | 1.372 | — | 47.3 | |
| NJDTPPEvaluation Protocol=from scratch2026.05 | 1.42 | — | 47.2 | |
| SURF-MoEEvaluation Protocol=joint2026.05 | 1.541 | — | 47.1 | |
| SAHPEvaluation Protocol=from scratch2026.05 | 1.832 | — | 44.3 | |
| AttNHPEvaluation Protocol=from scratch2026.05 | 1.853 | — | 45.1 | |
| NHP2026.03 | 1.86 | — | — | |
| RMTPPEvaluation Protocol=from scratch2026.05 | 2.087 | — | 45.1 | |
| NHPEvaluation Protocol=from scratch2026.05 | 2.294 | — | 45.2 | |
| FullyNNEvaluation Protocol=from scratch2026.05 | 2.33 | — | — | |
| THPEvaluation Protocol=from scratch2026.05 | 2.357 | — | 45 | |
| THP2026.03 | 2.44 | — | — | |
| IFTPPEvaluation Protocol=from scratch2026.05 | 2.55 | — | 46.7 | |
| ODETPPEvaluation Protocol=from scratch2026.05 | 66.37 | — | 44.8 |