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ResearchFormerly WizWand

Time Series Classification on PCL OOD

54.59AccuracyMantisV2
49.691650.963352.23553.5067Feb 21, 2025Apr 22, 2025Jun 22, 2025Aug 21, 2025Oct 21, 2025Dec 20, 2025Feb 19, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MantisV2Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0254.59
Mantis+Inference Mode=Zero-shot2026.0254.27
NuTimeInference Mode=Zero-shot2026.0254.15
NuTimeFamily=TS Classification FMs2025.0254.15
NuTimeEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0253.81
Mantis+Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0253.29
MantisV2Inference Mode=Zero-shot2026.0253.11
MantisFamily=TS Classification FMs2025.0253.11
TiRexEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0253.05
Chronos2Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0252.91
Catch22+Evaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0252.79
TiViT-HEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0252.59
TiConvNextEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0252.37
MOMENTEvaluation Mode=Zero-shot feature extraction, Classifier=Logistic Regression2026.0252.15
TiConvNextInference Mode=Zero-shot2026.0251.32
TiConvNextFamily=Vision FMs2025.0251.32
MOMENTInference Mode=Zero-shot2026.0251.29
MOMENTFamily=TS Forecasting FMs2025.0251.29
Chronos2Inference Mode=Zero-shot2026.0250.72
Chronos2Family=TS Forecasting FMs2025.0250.72
Catch22+Inference Mode=Zero-shot2026.0250.25
Catch22+Family=Stats2025.0250.25
TiViT-HInference Mode=Zero-shot2026.0250.03
TiViT-HFamily=Vision FMs2025.0250.03
TiRexInference Mode=Zero-shot2026.0249.88
TiRexFamily=TS Forecasting FMs2025.0249.88