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Time-series Generation on Stocks

0.399Discriminative Score

C-RNN-GAN

Updated 1mo ago

Evaluation Results

Method	Links
C-RNN-GAN 2023.07		0.399	-	0.038	-
C-RNN-GAN 2022.05		0.29	0.027	-	-
RCGAN 2022.05		0.26	0.021	-	-
COT-GAN 2022.05		0.26	0.012	-	-
P-Forcing 2023.07		0.257	-	0.043	-
TsT-GAN 2022.05		0.254	0.016	-	-
WaveNet 2023.07		0.232	-	0.042	-
Diffwave 2025.05		0.232	-	0.047	0.232
Cot-GAN 2025.05		0.23	-	0.047	0.408
T-Forcing 2023.07		0.226	-	0.038	-
WaveGAN 2023.07		0.217	-	0.041	-
TsT-GAN 2022.05		0.2	0.02	-	-
RCGAN 2023.07		0.196	-	0.04	-
TimeGAN 2022.05		0.191	0.011	-	-
TsT-GAN 2022.05		0.171	0.013	-	-
TimeVAE 2025.05		0.145	-	0.039	0.215
TsT-GAN 2022.05		0.14	0.011	-	-
TsT-GAN 2022.05		0.122	0.009	-	-
TsT-GAN 2022.05		0.118	0.012	-	-
TimeGAN 2023.07		0.102	-	0.038	-
TimeGAN 2025.05		0.102	-	0.038	0.103
DiffTime 2023.07		0.097	-	0.038	-
DiffTime 2025.05		0.097	-	0.038	0.236
P-Forcing 2022.05		0.088	0.018	-	-
GT-GAN 2023.07		0.077	-	0.04	-
Diffusion-TS 2025.05		0.067	-	0.036	0.147
COP 2023.07		0.05	-	0.041	-
SDformer 2025.05		0.01	-	0.037	0.002
MSDformer 2025.05		0.005	-	0.037	0.002
Original 2022.05		-	0.01	-	-
Original 2023.07		-	-	0.036	-
Original 2025.05		-	-	0.036	-