Time Series Forecasting Uncertainty Quantification on GIFT-Eval Bench10 full
0.85nWinkUniform
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniformBackbone=ARIMA, Target Coverage=80%2026.05 | 0.85 | 0.42 | 0.78 | |
| HopCPTBackbone=ARIMA, Target Coverage=80%2026.05 | 0.85 | 0.44 | 0.77 | |
| ACIBackbone=ARIMA, Target Coverage=80%2026.05 | 0.79 | 0.44 | 0.8 | |
| ResCPBackbone=ARIMA, Target Coverage=80%2026.05 | 0.78 | 0.4 | 0.74 | |
| KOWCPIBackbone=ARIMA, Target Coverage=80%2026.05 | 0.77 | 0.32 | 0.7 | |
| KOWCPIBackbone=TiRex, Target Coverage=80%2026.05 | 0.69 | 0.2 | 0.62 | |
| UniformBackbone=TiRex, Target Coverage=80%2026.05 | 0.68 | 0.33 | 0.78 | |
| HopCPTBackbone=TiRex, Target Coverage=80%2026.05 | 0.66 | 0.35 | 0.78 | |
| ACIBackbone=TiRex, Target Coverage=80%2026.05 | 0.64 | 0.34 | 0.8 | |
| ResCPBackbone=TiRex, Target Coverage=80%2026.05 | 0.63 | 0.33 | 0.77 | |
| RareCPBackbone=ARIMA, Target Coverage=80%2026.05 | 0.57 | 0.37 | 0.8 | |
| RareCPBackbone=TiRex, Target Coverage=80%2026.05 | 0.52 | 0.33 | 0.8 |