Time Series OOD Generalization on UCIHAR, UniMiB-SHAR, EMG, Opportunity Aggregated
75.47Average PerformanceERIS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ERIS2025.08 | 75.47 | — | |
| EOW-SoftmaxMethod Category=Energy-based2025.08 | 73.42 | 0.0001 | |
| ITSRMethod Category=Time Series OOD Generalization2025.08 | 71.43 | 0.0017 | |
| FOOGDMethod Category=General OOD Generalization2025.08 | 71.25 | 0.0001 | |
| MPTSNetMethod Category=General Time Series2025.08 | 68.11 | 0.0001 | |
| EVILMethod Category=General OOD Generalization2025.08 | 67.32 | 0.0001 | |
| TS-GACMethod Category=General Time Series2025.08 | 67.3 | 0.0001 | |
| PatchTSTMethod Category=General Time Series2025.08 | 67.17 | 0.0001 | |
| GILEMethod Category=Time Series OOD Generalization2025.08 | 65.34 | 0.0001 | |
| VRExMethod Category=General OOD Generalization2025.08 | 64.69 | 0.0001 | |
| GroupDROMethod Category=General OOD Generalization2025.08 | 64.49 | 0.0001 | |
| GolanMethod Category=Energy-based2025.08 | 63.02 | 0.0001 | |
| ELIMethod Category=Energy-based2025.08 | 62.37 | 0.0001 | |
| DiversifyMethod Category=Time Series OOD Generalization2025.08 | 62.37 | 0.0001 | |
| AdaRNNMethod Category=Time Series OOD Generalization2025.08 | 62.06 | 0.0001 | |
| SDLMethod Category=General OOD Generalization2025.08 | 61.93 | 0.0001 | |
| TARNetMethod Category=General Time Series2025.08 | 60.61 | 0.0001 | |
| EGCMethod Category=Energy-based2025.08 | 57.33 | 0.0001 |