| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Energy | P-Forcing | Discriminative Score0.553 | 45 | 1mo ago | |
| ETTh | Predictive Score0.22 | 36 | 1mo ago | ||
| Stocks | C-RNN-GAN | Discriminative Score0.399 | 29 | 1mo ago | |
| MetroPT3 | Time-Transformer | Discriminative Score50 | 24 | 8d ago | |
| Sine | AEQ-RVAE-ST | Discriminative Score0.021 | 24 | 8d ago | |
| ETT | Time-Transformer | Discriminative Score50 | 24 | 8d ago | |
| Electric Motor (EM) | Discriminative Score0.5 | 24 | 8d ago | ||
| Sines | T-Forcing | Discriminative Score0.495 | 21 | 1mo ago | |
| PU (test) | R-GAN | Predictive Score17.74 | 12 | 1mo ago | |
| Air (test) | Wave GAN | Predictive Score0.6428 | 12 | 1mo ago | |
| Stocks (test) | Predictive Score23.95 | 12 | 1mo ago | ||
| Sine (test) | Wave GAN | Predictive Score0.2566 | 12 | 1mo ago | |
| Air | Predictive Score (MAE)0.034 | 12 | 1mo ago | ||
| Chickenpox | MAE0.089 | 12 | 1mo ago | ||
| Sines | Cot-GAN | Predictive Score0.1 | 9 | 1mo ago | |
| TLECG 70% drop | Diff-MN | DS0.34 | 8 | 1mo ago | |
| ECGFD 70% drop | Diff-MN | DS0.14 | 8 | 1mo ago | |
| ECG5k (70% drop) | TimeVAE-NCDE | DS0.4 | 8 | 1mo ago | |
| ECG200 (70% drop) | Diff-MN | DS0.39 | 8 | 1mo ago | |
| TLECG 50% drop | Diff-MN | DS0.16 | 8 | 1mo ago | |
| ECGFD (50% drop) | Diff-MN | DS0.07 | 8 | 1mo ago | |
| ECG5k (50% drop) | Diff-MN | DS0.326 | 8 | 1mo ago | |
| ECG200 (50% drop) | Diff-MN | DS Score0.25 | 8 | 1mo ago | |
| TLECG 30% drop | Diff-MN | DS0.24 | 8 | 1mo ago | |
| ECGFD (30% drop) | Diff-MN | DS0.12 | 8 | 1mo ago |
