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

0.1Predictive Score

Cot-GAN

Updated 1mo ago

Evaluation Results

Method	Links
Cot-GAN 2025.05		0.1	0.254	1.337
Original 2025.05		0.094	-	-
MSDformer 2025.05		0.093	0.004	0.001
SDformer 2025.05		0.093	0.006	0.001
Diffusion-TS 2025.05		0.093	0.006	0.006
TimeGAN 2025.05		0.093	0.011	0.101
TimeVAE 2025.05		0.093	0.041	0.307
Diffwave 2025.05		0.093	0.017	0.014
DiffTime 2025.05		0.093	0.013	0.006