Time Series Forecasting Uncertainty Quantification on GIFT-Eval Bench10_100k
0.85nWinkUniform
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UniformBackbone=ARIMA, Target Coverage=80%2026.05 | 0.85 | 0.42 | 78 | |
| HopCPTBackbone=ARIMA, Target Coverage=80%2026.05 | 0.84 | 0.43 | 77 | |
| ACIBackbone=ARIMA, Target Coverage=80%2026.05 | 0.79 | 0.44 | 80 | |
| KOWCPIBackbone=ARIMA, Target Coverage=80%2026.05 | 0.77 | 0.32 | 70 | |
| ResCPBackbone=ARIMA, Target Coverage=80%2026.05 | 0.77 | 0.4 | 74 | |
| KOWCPIBackbone=TiRex, Target Coverage=80%2026.05 | 0.68 | 0.21 | 63 | |
| UniformBackbone=TiRex, Target Coverage=80%2026.05 | 0.67 | 0.32 | 78 | |
| HopCPTBackbone=TiRex, Target Coverage=80%2026.05 | 0.65 | 0.34 | 78 | |
| ACIBackbone=TiRex, Target Coverage=80%2026.05 | 0.64 | 0.34 | 80 | |
| ResCPBackbone=TiRex, Target Coverage=80%2026.05 | 0.62 | 0.33 | 78 | |
| RareCPBackbone=ARIMA, Target Coverage=80%2026.05 | 0.56 | 0.36 | 80 | |
| RareCPBackbone=TiRex, Target Coverage=80%2026.05 | 0.52 | 0.33 | 80 |