ResearchBenchmarksTime Series Classification on UCR-TSCFollow85.1Mean AccuracyTS2Vec56.08463.61771.1578.683Oct 1, 2025Evaluation ResultsMethodMethodLinksMean AccuracyMedian AccuracyTS2Vec2025.1085.187.1T-Loss2025.1083.384.9TsLLMPrompting=Few-shotPrompting=Few-shot2025.1081.282.3MOMENT-02025.1079.481.5TsLLMPrompting=1-shotPrompting=1-shot2025.1079.279.8DTW2025.1076.476.8CNN2025.1075.177.3TimesNet2025.1057.256.5