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ResearchFormerly WizWand

Time Series OOD Generalization on UCIHAR, UniMiB-SHAR, EMG, Opportunity Aggregated

75.47Average PerformanceERIS
56.604461.502266.471.2978Aug 19, 2025
Updated 5mo ago

Evaluation results

MethodLinks
ERIS2025.0875.47—
EOW-SoftmaxMethod Category=Energy-based2025.0873.420.0001
ITSRMethod Category=Time Series OOD Generalization2025.0871.430.0017
FOOGDMethod Category=General OOD Generalization2025.0871.250.0001
MPTSNetMethod Category=General Time Series2025.0868.110.0001
EVILMethod Category=General OOD Generalization2025.0867.320.0001
TS-GACMethod Category=General Time Series2025.0867.30.0001
PatchTSTMethod Category=General Time Series2025.0867.170.0001
GILEMethod Category=Time Series OOD Generalization2025.0865.340.0001
VRExMethod Category=General OOD Generalization2025.0864.690.0001
GroupDROMethod Category=General OOD Generalization2025.0864.490.0001
GolanMethod Category=Energy-based2025.0863.020.0001
ELIMethod Category=Energy-based2025.0862.370.0001
DiversifyMethod Category=Time Series OOD Generalization2025.0862.370.0001
AdaRNNMethod Category=Time Series OOD Generalization2025.0862.060.0001
SDLMethod Category=General OOD Generalization2025.0861.930.0001
TARNetMethod Category=General Time Series2025.0860.610.0001
EGCMethod Category=Energy-based2025.0857.330.0001