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ResearchFormerly WizWand

Time Series Classification on Epilepsy-EEG

96.14AccuracyTiRex
90.482491.951293.4294.8888Feb 21, 2025Apr 22, 2025Jun 22, 2025Aug 21, 2025Oct 21, 2025Dec 20, 2025Feb 19, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TiRexFamily=TS Forecasting FMs2025.0296.14
TiRexEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0295.63
MantisFamily=TS Classification FMs2025.0295.58
TiViT-HFamily=Vision FMs2025.0295.48
MOMENTFamily=TS Forecasting FMs2025.0295.2
Catch22+Family=Stats2025.0295.07
Chronos2Family=TS Forecasting FMs2025.0295
TabPFNEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0294.96
TabPFNFamily=Tabular FMs2025.0294.96
TiConvNextFamily=Vision FMs2025.0294.95
Catch22+Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0294.7
TabICLEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0294.47
TabICLFamily=Tabular FMs2025.0294.47
Mantis+Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0294.24
Chronos2Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0294.14
MOMENTEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0293.66
TiViT-HEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0293.22
MantisV2Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0293.12
NuTimeFamily=TS Classification FMs2025.0292.34
TiConvNextEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0291.86
NuTimeEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0290.7