| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ECL | vLinear | Q-Risk0.2169 | 40 | 4d ago | |
| Traffic | vLinear | Q-Risk0.2542 | 40 | 4d ago | |
| ETTh1 | vLinear | Q-Risk0.2672 | 40 | 4d ago | |
| ETTm1 | Q-Risk0.0596 | 40 | 4d ago | ||
| electricity | DDPM | CRPS0.026 | 38 | 4d ago | |
| traffic | TSDiff-Q | CRPS0.049 | 26 | 4d ago | |
| solar | TFT | CRPS0.007 | 22 | 4d ago | |
| wiki | CRPS0.214 | 21 | 4d ago | ||
| ETT Avg ProbTS | Sundial | CRPS0.231 | 20 | 2d ago | |
| ETT1 Hourly horizon 480 | TabPFN-TS | WQL0.276 | 12 | 4d ago | |
| traff | C2FAR-RNN2 | ND%12.9 | 12 | 4d ago | |
| elec | C2FAR-RNN3 | ND%6 | 12 | 4d ago | |
| ILI ProbTS | FLAME Base | CRPS0.13 | 11 | 4d ago | |
| Exchange ProbTS | FLAME Base | CRPS0.04 | 11 | 4d ago | |
| Weather ProbTS | FLAME Large | CRPS0.074 | 11 | 4d ago | |
| Turkey Power (test) | MOIRAI-Large | CRPS0.036 | 9 | 4d ago | |
| Istanbul Traffic (test) | DeepAR | CRPS0.108 | 9 | 4d ago | |
| Walmart (test) | TiDE | CRPS0.077 | 9 | 4d ago | |
| Traffic ProbTS | GRU NVP | CRPS0.198 | 8 | 4d ago | |
| Electricity ProbTS | FLAME Large | CRPS0.081 | 8 | 4d ago | |
| ETT1 Hourly horizon 720 | TabPFN-TS | WQL0.29 | 7 | 4d ago | |
| azure | C2FAR-RNN3 | ND (%)2.77 | 7 | 4d ago | |
| Prophet-Arena Weekly Performance Comparison | Qwen Deep Research | W10.17 | 6 | 4d ago | |
| ETT2 15-minute horizon 720 | TabPFN-TS | WQL0.101 | 5 | 4d ago | |
| taxi (test) | TimeGrad | CRPS Sum0.114 | 5 | 4d ago |
