ResearchBenchmarksBinary Time-series Classification on UCR EarthquakesFollow91.4AccuracyTimesNet66.02472.61279.285.788Apr 29, 2026Evaluation ResultsMethodMethodLinksAccuracyTimesNet2026.0491.4GPT4TS2026.0490.5SoftShape2026.0489.2FCN-LSTM2026.0483.5VTBenchConfiguration=BestConfiguration=Best2026.0476.5ROCKET2026.0474.9HC22026.0474.8CHIEF2026.0474.8COTE2026.0474.7VTBenchConfiguration=DefaultConfiguration=Default2026.0473.9IncTime2026.0473.1OS-CNN2026.0467