Time Series Generation on Sines (Discriminative, Predictive, Context-FID) benchmark leaderboard · SOTA2 Research

Time Series Generation on Sines (Discriminative, Predictive, Context-FID)

0.1Predictive ScoreCot-GAN

Evaluation Results

Method	Links
Cot-GAN2025.05		0.1	0.254	1.337
Original2025.05		0.094	—	—
MSDformer2025.05		0.093	0.004	0.001
SDformer2025.05		0.093	0.006	0.001
Diffusion-TS2025.05		0.093	0.006	0.006
TimeGAN2025.05		0.093	0.011	0.101
TimeVAE2025.05		0.093	0.041	0.307
Diffwave2025.05		0.093	0.017	0.014
DiffTime2025.05		0.093	0.013	0.006