ResearchBenchmarksTime-series classification on 255 Tickers SyntheticFollow0.7489ROC AUCHVG0.5896860.6310230.672360.713697Oct 1, 2025Evaluation ResultsMethodMethodLinksROC AUCHVG2025.100.7489cGAN2025.100.747NVMG2025.100.7461NVG2025.100.7452VRPtype=Ablationtype=Ablation2025.100.7144STS2025.100.6339TimeGANdownsampling=randomdownsampling=random2025.100.6067TimeGANdownsampling=similarit...downsampling=similarity-based2025.100.5958