| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ETTm1 | CRPS0.07 | 34 | 9d ago | ||
| Exchange | TARFVAE | CRPS0.019 | 27 | 1mo ago | |
| ETTm2 | LSG-VAE | CRPS0.107 | 22 | 2mo ago | |
| ETTh1 | LSG-VAE | CRPS0.288 | 21 | 9d ago | |
| ETTh1 | LSG-VAE | CRPS0.252 | 18 | 2mo ago | |
| ETTh2 | LSG-VAE | CRPS0.148 | 17 | 2mo ago | |
| ENTSO-e Load FEV leaderboard subset 1H | Chronos2 | SQL0.429 | 16 | 3mo ago | |
| Electricity | LSG-VAE | CRPS0.08 | 15 | 9d ago | |
| ETTh2 | LSG-VAE | CRPS0.174 | 15 | 9d ago | |
| ETTm2 | LSG-VAE | CRPS0.13 | 15 | 9d ago | |
| ETT m1 | LSG-VAE | CRPS0.236 | 15 | 9d ago | |
| Bitcoin, COVID-19, and Synthetic Average (test) | DeepAR | CRPS0.266 | 12 | 22d ago | |
| 6 datasets aggregate (test) | Coverage Mean95 | 12 | 28d ago | ||
| ILI | LSG-VAE | CRPS0.13 | 12 | 2mo ago | |
| Exchange | LSG-VAE | CRPS0.065 | 12 | 2mo ago | |
| Weather | LSG-VAE | CRPS0.073 | 12 | 2mo ago | |
| ETTh2 | LSG-VAE | CRPS0.174 | 12 | 2mo ago | |
| ETTh1 | LSG-VAE | CRPS0.31 | 12 | 2mo ago | |
| ETTm2 | LSG-VAE | CRPS0.166 | 12 | 2mo ago | |
| ETTm1 | LSG-VAE | CRPS0.279 | 12 | 2mo ago | |
| Solar Energy Raw CW (test) | FlowTS | CRPS0.234 | 12 | 3mo ago | |
| Weather | TARFVAE | CRPS0.065 | 12 | 2mo ago | |
| ILI | LSG-VAE | CRPS0.082 | 11 | 2mo ago | |
| Weather Irregular (test) | UFO | Average NCRPS0.412 | 11 | 3mo ago | |
| ETTm2 Irregular (test) | UFO | Average NCRPS0.43 | 11 | 3mo ago |
