Uncertainty Estimation on Gaussian noise dataset
0.05Uncertainty Interval LengthDeep Ens.
Evaluation Results
| Method | Links | |
|---|---|---|
| Deep Ens.Interval=0.00–0.202025.07 | 0.05 | |
| K-RCPSInterval=0.00–0.202025.07 | 0.054 | |
| Im2Im-Asym.Interval=0.00–0.202025.07 | 0.055 | |
| Im2ImInterval=0.00–0.202025.07 | 0.056 | |
| QUTCCInterval=0.00–0.202025.07 | 0.057 | |
| MC-Drop.Interval=0.00–0.202025.07 | 0.073 | |
| Deep Ens.Interval=0.20–0.402025.07 | 0.121 | |
| K-RCPSInterval=0.20–0.402025.07 | 0.126 | |
| QUTCCInterval=0.20–0.402025.07 | 0.131 | |
| Im2Im-Asym.Interval=0.20–0.402025.07 | 0.132 | |
| Im2ImInterval=0.20–0.402025.07 | 0.135 | |
| QUTCCInterval=0.60–0.802025.07 | 0.19 | |
| MC-Drop.Interval=0.20–0.402025.07 | 0.198 | |
| Deep Ens.Interval=0.60–0.802025.07 | 0.198 | |
| QUTCCInterval=0.80–1.002025.07 | 0.205 | |
| QUTCCInterval=0.40–0.602025.07 | 0.206 | |
| K-RCPSInterval=0.40–0.602025.07 | 0.211 | |
| Deep Ens.Interval=0.40–0.602025.07 | 0.216 | |
| Im2Im-Asym.Interval=0.40–0.602025.07 | 0.222 | |
| K-RCPSInterval=0.60–0.802025.07 | 0.222 | |
| Im2ImInterval=0.40–0.602025.07 | 0.227 | |
| Deep Ens.Interval=0.80–1.002025.07 | 0.23 | |
| Im2Im-Asym.Interval=0.60–0.802025.07 | 0.234 | |
| Im2ImInterval=0.60–0.802025.07 | 0.239 | |
| K-RCPSInterval=0.80–1.002025.07 | 0.246 | |
| Im2Im-Asym.Interval=0.80–1.002025.07 | 0.27 | |
| Im2ImInterval=0.80–1.002025.07 | 0.276 | |
| MC-Drop.Interval=0.40–0.602025.07 | 0.318 | |
| MC-Drop.Interval=0.60–0.802025.07 | 0.318 | |
| MC-Drop.Interval=0.80–1.002025.07 | 0.355 |