ResearchBenchmarksEarly Time-series Classification on UCR 12 Earliness=0.5LFollow0.8464Average AUC-PRCGDPD0.7107840.7459920.78120.816408May 12, 2026Evaluation ResultsMethodMethodLinksAverage AUC-PRCAverage RankTop-1 CountWins + Draws CountLoss CountGDPDEarliness=0.5LEarliness=0.5L2026.050.84641.1710——Base-KDEarliness=0.5LEarliness=0.5L2026.050.78142.332102FitsEarliness=0.5LEarliness=0.5L2026.050.77282.920120BaseEarliness=0.5LEarliness=0.5L2026.050.7163.50120