Noise Generation on SIDD (val)
0.059AKLDInvDN
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| InvDN2021.04 | 0.059 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PNGCamera=GP2026.03 | 0.1074 | 0.0143 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GuidNoiseCamera=N62025.12 | 0.108 | 0.013 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GuidNoiseCamera=IP2025.12 | 0.11 | 0.017 | — | — | — | — | — | — | — | — | — | — | — | — | |
| PNGCamera=N62026.03 | 0.1106 | 0.0167 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=N62026.03 | 0.1108 | 0.0309 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GuidNoiseCamera=GP2025.12 | 0.111 | 0.01 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=N62025.12 | 0.111 | 0.031 | — | — | — | — | — | — | — | — | — | — | — | — | |
| PNGCamera=IP2026.03 | 0.1128 | 0.0291 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GuidNoiseCamera=Avg2025.12 | 0.113 | 0.014 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=IP2026.03 | 0.1145 | 0.041 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=IP2025.12 | 0.116 | 0.048 | — | — | — | — | — | — | — | — | — | — | — | — | |
| PNGCamera=Average2026.03 | 0.1163 | 0.0194 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GuidNoiseCamera=S62025.12 | 0.117 | 0.013 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=GP2025.12 | 0.118 | 0.035 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=GP2026.03 | 0.118 | 0.0352 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GuidNoiseCamera=G42025.12 | 0.12 | 0.018 | — | — | — | — | — | — | — | — | — | — | — | — | |
| PNGCamera=S62026.03 | 0.1223 | 0.0193 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=GP2025.12 | 0.126 | 0.043 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=GP2026.03 | 0.1273 | 0.0432 | — | — | — | — | — | — | — | — | — | — | — | — | |
| PNGCamera=G42026.03 | 0.1283 | 0.0174 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=N62025.12 | 0.13 | 0.055 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=N62026.03 | 0.1304 | 0.0206 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=Average2026.03 | 0.1306 | 0.0305 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=Avg2025.12 | 0.131 | 0.031 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=S62026.03 | 0.1355 | 0.0272 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=S62025.12 | 0.136 | 0.027 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=G42026.03 | 0.1367 | 0.0254 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=G42025.12 | 0.137 | 0.025 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=GP2025.12 | 0.14 | 0.076 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=Average2026.03 | 0.1436 | 0.0342 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=Avg2025.12 | 0.144 | 0.048 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=G42026.03 | 0.1504 | 0.0507 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=IP2025.12 | 0.152 | 0.034 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowCamera=IP2026.03 | 0.1522 | 0.0339 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=G42026.03 | 0.1524 | 0.0242 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=G42025.12 | 0.153 | 0.043 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=N62025.12 | 0.179 | 0.148 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=GP2026.03 | 0.1797 | 0.0781 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=S62025.12 | 0.184 | 0.109 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=Avg2025.12 | 0.193 | 0.112 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=S62026.03 | 0.1933 | 0.0302 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=G42025.12 | 0.194 | 0.098 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-WCamera=S62025.12 | 0.194 | 0.052 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=GP2026.03 | 0.1968 | 0.1315 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=G42026.03 | 0.2007 | 0.166 | — | — | — | — | — | — | — | — | — | — | — | — | |
| DANet2021.04 | 0.212 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=IP2025.12 | 0.216 | 0.077 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=G42025.12 | 0.229 | 0.123 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=IP2025.12 | 0.23 | 0.078 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=N62026.03 | 0.2469 | 0.2026 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=S62026.03 | 0.2641 | 0.3735 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=Average2026.03 | 0.2802 | 0.2129 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=N62026.03 | 0.2919 | 0.3524 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=IP2026.03 | 0.2929 | 0.0581 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=N62025.12 | 0.293 | 0.416 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Noise Flow2021.04 | 0.312 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=Avg2025.12 | 0.313 | 0.394 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-SCamera=GP2025.12 | 0.362 | 0.125 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=S62025.12 | 0.418 | 0.683 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=S62026.03 | 0.419 | 0.4517 | — | — | — | — | — | — | — | — | — | — | — | — | |
| C2NCamera=GP2025.12 | 0.428 | 0.693 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GRDN2021.04 | 0.443 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-SCamera=S62025.12 | 0.462 | 0.171 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=Average2026.03 | 0.518 | 0.2435 | — | — | — | — | — | — | — | — | — | — | — | — | |
| ULRD2021.04 | 0.545 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CBDNet2021.04 | 0.728 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-SCamera=Avg2025.12 | 0.953 | 0.259 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-SCamera=N62025.12 | 1.058 | 0.282 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-SCamera=IP2025.12 | 1.205 | 0.311 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeCA-SCamera=G42025.12 | 1.68 | 0.403 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Flow-sRGBCamera=IP2026.03 | 1.749 | 0.5128 | — | — | — | — | — | — | — | — | — | — | — | — | |
| NAFlowUnpaired setting=true2026.03 | — | — | 0.4482 | 1.6918 | 0.226 | 1.0135 | 0.3267 | 1.1612 | 0.22 | 0.8725 | 0.1462 | 0.5456 | 0.2734 | 1.0569 | |
| NeCA-WUnpaired setting=true2026.03 | — | — | 0.0513 | 0.1765 | 0.0487 | 0.1819 | 0.0258 | 0.1609 | 0.0603 | 0.1496 | 0.0581 | 0.2205 | 0.0489 | 0.1779 | |
| PNGUnpaired setting=true2026.03 | — | — | 0.035 | 0.1567 | 0.0312 | 0.1553 | 0.0222 | 0.1392 | 0.0291 | 0.1229 | 0.0204 | 0.1326 | 0.0276 | 0.1413 |