Time Series OOD Generalization on Opportunity
83.39S1ITSR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ITSRMethod Category=Time Series OOD Generalization2025.08 | 83.39 | 79.84 | 76.19 | 81.77 | 79.61 | 7.5 | |
| PatchTSTMethod Category=General Time Series2025.08 | 83.39 | 81.01 | 75.98 | 81.37 | 80.59 | 4 | |
| GILEMethod Category=Time Series OOD Generalization2025.08 | 83.06 | 81.05 | 77.62 | 79.68 | 80.76 | 2.75 | |
| ERIS2025.08 | 82.22 | 81.1 | 77.65 | 82.25 | 80.81 | 1.5 | |
| EOW-SoftmaxMethod Category=Energy-based2025.08 | 82.02 | 80.59 | 76.81 | 81.17 | 80.15 | 5 | |
| TS-GACMethod Category=General Time Series2025.08 | 81.79 | 80.92 | 75.4 | 81.77 | 79.97 | 5 | |
| ELIMethod Category=Energy-based2025.08 | 81.69 | 80.85 | 75.15 | 81.56 | 79.81 | 6.5 | |
| FOOGDMethod Category=General OOD Generalization2025.08 | 81.31 | 79.91 | 75.18 | 77.75 | 78.7 | 9.25 | |
| AdaRNNMethod Category=Time Series OOD Generalization2025.08 | 80.59 | 80.27 | 74.31 | 79.12 | 78.71 | 9.5 | |
| MPTSNetMethod Category=General Time Series2025.08 | 80.35 | 79.25 | 76.53 | 79.27 | 78.85 | 8.75 | |
| DiversifyMethod Category=Time Series OOD Generalization2025.08 | 79.37 | 77.8 | 73.68 | 81.01 | 77.49 | 12.5 | |
| GolanMethod Category=Energy-based2025.08 | 78.4 | 78 | 77.6 | 79.4 | 78.35 | 8.75 | |
| VRExMethod Category=General OOD Generalization2025.08 | 75.3 | 74.9 | 73.8 | 74.97 | 74.99 | 14 | |
| SDLMethod Category=General OOD Generalization2025.08 | 75.01 | 73.51 | 75.11 | 74.65 | 74.65 | 14.5 | |
| GroupDROMethod Category=General OOD Generalization2025.08 | 74.84 | 74.95 | 75.98 | 75.97 | 75.39 | 12.5 | |
| EGCMethod Category=Energy-based2025.08 | 74.2 | 74.73 | 72.85 | 73.93 | 73.93 | 16.25 | |
| EVILMethod Category=General OOD Generalization2025.08 | 72.9 | 74.03 | 74.59 | 81.32 | 74.82 | 14.75 | |
| TARNetMethod Category=General Time Series2025.08 | 72.37 | 71.98 | 71.49 | 73.4 | 72.31 | 18 |