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ResearchFormerly WizWand

Time-series generation on Sine

0.021Discriminative ScoreAEQ-RVAE-ST
0.001840.131170.26050.38983May 8, 2025
Updated 6mo ago

Evaluation results

MethodLinks
AEQ-RVAE-STSequence length (l)=10002025.050.021
Diffusion-TSSequence length (l)=1002025.050.035
AEQ-RVAE-STSequence length (l)=1002025.050.069
AEQ-RVAE-STSequence length (l)=5002025.050.08
AEQ-RVAE-STSequence length (l)=3002025.050.113
TimeVAESequence length (l)=3002025.050.16
TimeVAESequence length (l)=1002025.050.161
Time-TransformerSequence length (l)=1002025.050.173
Diffusion-TSSequence length (l)=3002025.050.182
WaveGANSequence length (l)=1002025.050.187
TimeVAESequence length (l)=5002025.050.272
Diffusion-TSSequence length (l)=5002025.050.294
TimeVAESequence length (l)=10002025.050.347
WaveGANSequence length (l)=3002025.050.367
Diffusion-TSSequence length (l)=10002025.050.428
WaveGANSequence length (l)=5002025.050.449
WaveGANSequence length (l)=10002025.050.449
TimeGANSequence length (l)=3002025.050.457
TimeGANSequence length (l)=1002025.050.465
TimeGANSequence length (l)=5002025.050.491
Time-TransformerSequence length (l)=3002025.050.491
TimeGANSequence length (l)=10002025.050.497
Time-TransformerSequence length (l)=5002025.050.499
Time-TransformerSequence length (l)=10002025.050.5