Time Series Classification on PCL OOD
54.59AccuracyMantisV2
Evaluation Results
| Method | Links | |
|---|---|---|
| MantisV2Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 54.59 | |
| Mantis+Inference Mode=Zero-shot2026.02 | 54.27 | |
| NuTimeInference Mode=Zero-shot2026.02 | 54.15 | |
| NuTimeFamily=TS Classification FMs2025.02 | 54.15 | |
| NuTimeEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 53.81 | |
| Mantis+Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 53.29 | |
| MantisV2Inference Mode=Zero-shot2026.02 | 53.11 | |
| MantisFamily=TS Classification FMs2025.02 | 53.11 | |
| TiRexEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 53.05 | |
| Chronos2Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 52.91 | |
| Catch22+Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 52.79 | |
| TiViT-HEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 52.59 | |
| TiConvNextEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 52.37 | |
| MOMENTEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.02 | 52.15 | |
| TiConvNextInference Mode=Zero-shot2026.02 | 51.32 | |
| TiConvNextFamily=Vision FMs2025.02 | 51.32 | |
| MOMENTInference Mode=Zero-shot2026.02 | 51.29 | |
| MOMENTFamily=TS Forecasting FMs2025.02 | 51.29 | |
| Chronos2Inference Mode=Zero-shot2026.02 | 50.72 | |
| Chronos2Family=TS Forecasting FMs2025.02 | 50.72 | |
| Catch22+Inference Mode=Zero-shot2026.02 | 50.25 | |
| Catch22+Family=Stats2025.02 | 50.25 | |
| TiViT-HInference Mode=Zero-shot2026.02 | 50.03 | |
| TiViT-HFamily=Vision FMs2025.02 | 50.03 | |
| TiRexInference Mode=Zero-shot2026.02 | 49.88 | |
| TiRexFamily=TS Forecasting FMs2025.02 | 49.88 |