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Time-series Generation on HH-Power

0.1698Wasserstein DistanceE4GEN
0.1375840.3550420.57250.789958Jun 1, 2026

Evaluation results

MethodLinks
E4GENType=Ours2026.060.16980.13150.17410.13750.12461.00350.29990.2278
Diffusion-TSType=Diffusion2026.060.17370.15840.1350.24730.12731.0810.30230.2535
FIDEType=Extreme-Aware2026.060.17690.1540.2170.14140.19441.860.58780.4356
HeavyDiffType=Extreme-Aware2026.060.18560.1420.18720.22180.12860.91490.31230.2328
TimeGANType=GAN2026.060.19040.17210.23170.21220.22851.62360.32060.746
SDForgerType=LLM2026.060.21820.16360.30210.17270.1463136.49640.33850.3391
TimeVAEType=VAE2026.060.31030.25090.29760.18980.26784.37850.34980.272
koVAEType=VAE2026.060.32060.18820.33340.27140.25722.84630.32940.2671
DiffWaveType=Diffusion2026.060.40870.26590.37050.3140.22454.64750.34390.2495
F-FlowType=Flow2026.060.97520.75540.61980.6760.495122.14130.56140.4091