Conditional Time Series Generation on ConTSG-Bench
1.8DTWPT-FG
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PT-FG2026.04 | 1.8 | 1.1 | 4.4 | 4 | 3.6 | 1.8 | 2.78 | 24 | |
| Text2Motion2026.04 | 3.5 | 3.5 | 7.9 | 5.7 | 3 | 3.7 | 4.55 | 6 | |
| VerbalTS2026.04 | 4 | 3.7 | 3.9 | 3.9 | 3.8 | 3.8 | 3.85 | 7 | |
| TimeVQVAE2026.04 | 4.1 | 6.5 | 7.8 | 6.4 | 8.6 | 8.6 | 7 | 3 | |
| Bridge2026.04 | 4.9 | 5.7 | 2.7 | 6.3 | 7.3 | 7.1 | 5.67 | 7 | |
| TEdit2026.04 | 6.1 | 4.7 | 4.8 | 5.2 | 6.2 | 3.6 | 5.1 | 1 | |
| DiffuSETS2026.04 | 6.7 | 6.3 | 6.2 | 6.8 | 5.9 | 7.4 | 6.55 | 5 | |
| TimeWeaver2026.04 | 7.2 | 6.4 | 5 | 5.9 | 6.8 | 5.6 | 6.15 | 1 | |
| TTSCGAN2026.04 | 7.8 | 8.5 | 9.9 | 6.4 | 7.1 | 7.3 | 7.83 | 3 | |
| WaveStitch2026.04 | 9.4 | 8.9 | 4.9 | 8.5 | 7.6 | 7.1 | 7.73 | 2 | |
| T2S2026.04 | 10.5 | 10.7 | 8.5 | 6.9 | 6.1 | 10 | 8.78 | 1 |