Semantic Segmentation on DeLiVER (ECE Condition Breakdown)
0.0094ECE (Cloudy)HyperDUM
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HyperDUMUQ Method=HyperDUM2025.03 | 0.0094 | 0.0135 | 0.0139 | 0.0121 | 0.0112 | 0.0119 | 0.0131 | 0.0153 | 0.0128 | 0.0109 | 0.012 | |
| PostNetUQ Method=PostNet2025.03 | 0.0099 | 0.0145 | 0.0171 | 0.0133 | 0.0124 | 0.0132 | 0.0142 | 0.0184 | 0.0135 | 0.0126 | 0.0134 | |
| InfMCDUQ Method=InfMCD2025.03 | 0.0105 | 0.0148 | 0.0163 | 0.0137 | 0.0125 | 0.0132 | 0.0155 | 0.0207 | 0.0138 | 0.0117 | 0.0135 | |
| InfNoiseUQ Method=InfNoise2025.03 | 0.0107 | 0.0152 | 0.0168 | 0.0139 | 0.0127 | 0.014 | 0.0139 | 0.0169 | 0.0139 | 0.0127 | 0.0138 | |
| LDUUQ Method=LDU2025.03 | 0.0109 | 0.0156 | 0.0168 | 0.0143 | 0.0133 | 0.0144 | 0.0144 | 0.0163 | 0.014 | 0.0127 | 0.0141 | |
| CMNeXtUQ Method=CMNeXt2025.03 | 0.0118 | 0.0167 | 0.0188 | 0.0153 | 0.0142 | 0.0154 | 0.0149 | 0.0175 | 0.0154 | 0.0145 | 0.0153 |