Time Series Classification on Epilepsy-EEG
96.14AccuracyTiRex
Evaluation Results
| Method | Links | |
|---|---|---|
| TiRexFamily=TS Forecasting FMs2025.02 | 96.14 | |
| TiRexEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 95.63 | |
| MantisFamily=TS Classification FMs2025.02 | 95.58 | |
| TiViT-HFamily=Vision FMs2025.02 | 95.48 | |
| MOMENTFamily=TS Forecasting FMs2025.02 | 95.2 | |
| Catch22+Family=Stats2025.02 | 95.07 | |
| Chronos2Family=TS Forecasting FMs2025.02 | 95 | |
| TabPFNEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 94.96 | |
| TabPFNFamily=Tabular FMs2025.02 | 94.96 | |
| TiConvNextFamily=Vision FMs2025.02 | 94.95 | |
| Catch22+Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 94.7 | |
| TabICLEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 94.47 | |
| TabICLFamily=Tabular FMs2025.02 | 94.47 | |
| Mantis+Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 94.24 | |
| Chronos2Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 94.14 | |
| MOMENTEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 93.66 | |
| TiViT-HEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 93.22 | |
| MantisV2Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 93.12 | |
| NuTimeFamily=TS Classification FMs2025.02 | 92.34 | |
| TiConvNextEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 91.86 | |
| NuTimeEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 90.7 |