Shadow Removal on ISTD 19 (test)
6.49MAE (Shadow Region)Resfusion
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ResfusionResolution=256 x 256, Params=7.7M2023.11 | 6.49 | 37.51 | 0.99 | 34.26 | 0.978 | 4.48 | 31.81 | 0.965 | 4.81 | |
| RDDM (SM-Res-N)Resolution=256 x 256, Params=15.5M2023.11 | 6.67 | 36.74 | 0.988 | 33.18 | 0.979 | 4.27 | 30.91 | 0.962 | 4.67 | |
| DMTNResolution=256 x 256, Params=22.8M2023.11 | 7 | 35.83 | 0.99 | 33.01 | 0.979 | 4.28 | 30.42 | 0.965 | 4.72 | |
| ResfusionResolution=Original, Params=7.7M2023.11 | 7.08 | 36.45 | 0.985 | 32.08 | 0.95 | 5.02 | 30.09 | 0.932 | 5.34 | |
| DHANResolution=256 x 256, Params=21.8M2023.11 | 7.49 | 35.53 | 0.988 | 31.05 | 0.971 | 5.3 | 29.11 | 0.954 | 5.66 | |
| FusionNetResolution=256 x 256, Params=186.5M2023.11 | 7.91 | 34.71 | 0.975 | 28.61 | 0.88 | 5.51 | 27.19 | 0.945 | 5.88 | |
| DHANResolution=Original, Params=21.8M2023.11 | 8.13 | 34.79 | 0.983 | 29.54 | 0.941 | 5.94 | 27.88 | 0.921 | 6.29 | |
| UnfoldingNetResolution=256 x 256, Params=10.1M2023.11 | 8.29 | 36.95 | 0.987 | 31.54 | 0.978 | 4.55 | 29.85 | 0.96 | 5.09 | |
| DSCResolution=256 x 256, Params=22.3M2023.11 | 8.72 | 34.64 | 0.984 | 31.26 | 0.969 | 5.04 | 29 | 0.944 | 5.59 | |
| CANetResolution=Original, Params=358.2M2023.11 | 8.86 | — | — | — | — | 6.07 | — | — | 6.15 | |
| ARGANResolution=Original2023.11 | 9.21 | — | — | — | — | 6.27 | — | — | 6.63 | |
| ST-CGANResolution=256 x 256, Params=31.8M2023.11 | 9.99 | 33.74 | 0.981 | 29.51 | 0.958 | 6.05 | 27.44 | 0.929 | 6.65 | |
| Input ImageResolution=256 x 2562023.11 | 32.11 | 22.4 | 0.936 | 27.32 | 0.976 | 6.83 | 20.56 | 0.893 | 10.97 | |
| Input ImageResolution=Original2023.11 | 33.23 | 22.34 | 0.935 | 26.45 | 0.947 | 7.25 | 20.33 | 0.874 | 11.35 |