Uncertainty Estimation on Poisson noise dataset
0.035Uncertainty Interval LengthQUTCC
Evaluation Results
| Method | Links | |
|---|---|---|
| QUTCCInterval=0.00–0.202025.07 | 0.035 | |
| Deep Ens.Interval=0.00–0.202025.07 | 0.037 | |
| Im2Im-Asym.Interval=0.00–0.202025.07 | 0.039 | |
| Im2ImInterval=0.00–0.202025.07 | 0.04 | |
| K-RCPSInterval=0.00–0.202025.07 | 0.041 | |
| QUTCCInterval=0.20–0.402025.07 | 0.09 | |
| K-RCPSInterval=0.20–0.402025.07 | 0.1 | |
| Deep Ens.Interval=0.20–0.402025.07 | 0.104 | |
| Im2Im-Asym.Interval=0.20–0.402025.07 | 0.109 | |
| Im2ImInterval=0.20–0.402025.07 | 0.112 | |
| MC-Drop.Interval=0.00–0.202025.07 | 0.123 | |
| QUTCCInterval=0.60–0.802025.07 | 0.158 | |
| QUTCCInterval=0.40–0.602025.07 | 0.16 | |
| K-RCPSInterval=0.40–0.602025.07 | 0.181 | |
| QUTCCInterval=0.80–1.002025.07 | 0.187 | |
| Im2Im-Asym.Interval=0.40–0.602025.07 | 0.206 | |
| K-RCPSInterval=0.60–0.802025.07 | 0.207 | |
| Im2ImInterval=0.40–0.602025.07 | 0.211 | |
| K-RCPSInterval=0.80–1.002025.07 | 0.225 | |
| Im2Im-Asym.Interval=0.60–0.802025.07 | 0.238 | |
| Deep Ens.Interval=0.40–0.602025.07 | 0.24 | |
| Im2ImInterval=0.60–0.802025.07 | 0.244 | |
| Im2Im-Asym.Interval=0.80–1.002025.07 | 0.294 | |
| Im2ImInterval=0.80–1.002025.07 | 0.302 | |
| Deep Ens.Interval=0.60–0.802025.07 | 0.306 | |
| MC-Drop.Interval=0.20–0.402025.07 | 0.371 | |
| MC-Drop.Interval=0.40–0.602025.07 | 0.643 | |
| Deep Ens.Interval=0.80–1.002025.07 | 0.653 | |
| MC-Drop.Interval=0.60–0.802025.07 | 0.663 | |
| MC-Drop.Interval=0.80–1.002025.07 | 0.771 |