Unconditional Time-series Generation on Netsim unconditional
0.105cFIDDiffusion-TS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Diffusion-TSGeneration type=unconditional2026.05 | 0.105 | 1.411 | 0.167 | 0.099 | |
| TimeGANGeneration type=unconditional2026.05 | 0.126 | 23.502 | 0.484 | 0.126 | |
| DSFMGeneration type=unconditional2026.05 | 0.193 | 4.552 | 0.497 | 0.104 | |
| DiffWaveGeneration type=unconditional2026.05 | 0.244 | 3.927 | 0.402 | 0.101 | |
| DiffTimeGeneration type=unconditional2026.05 | 0.34 | 1.501 | 0.245 | 0.1 | |
| T2I-DiffGeneration type=unconditional2026.05 | 1.384 | 4.121 | 0.4 | 0.102 | |
| CoT-GANGeneration type=unconditional2026.05 | 7.813 | 26.824 | 0.492 | 0.185 | |
| TimeVAEGeneration type=unconditional2026.05 | 14.449 | 17.296 | 0.476 | 0.113 |