Unconditional Time Series Generation on Stocks L=24 (test) benchmark leaderboard · SOTA2 Research

Unconditional Time Series Generation on Stocks L=24 (test)

0.232Discrimination Score (DS)DiffWave

Evaluation Results

Method	Links
DiffWave2026.05		0.232	0.047	0.232
COT-GAN2026.05		0.23	0.047	0.408
TimeVAE2026.05		0.145	0.039	0.215
TimeGAN2026.05		0.102	0.038	0.103
DiffTime2026.05		0.097	0.038	0.236
Diff-TS2026.05		0.067	0.036	0.147
SDformer-m2026.05		0.02	0.037	0.034
FlowTS2026.05		0.019	0.036	0.015
SDformer-ar2026.05		0.01	0.037	0.002
SDFlow2026.05		0.003	0.036	0.001