ResearchBenchmarksTime-series Classification on 12 UCR Earliness=L full lengthFollow91.21Avg. AUC-PRCGDPD87.164488.214789.26590.3153May 12, 2026Evaluation ResultsMethodMethodLinksAvg. AUC-PRCAvg. RankNum. Top-1Wins/Draws CountLosses CountGDPDEarliness=L (full)Earliness=L (full)2026.0591.211.586——Base-KDEarliness=L (full)Earliness=L (full)2026.0589.292.08584FitsEarliness=L (full)Earliness=L (full)2026.0588.732.753102BaseEarliness=L (full)Earliness=L (full)2026.0587.323.330111