Dichotomous Image Segmentation on DIS5K (DIS-TE3)
0.905S_alphaInSPyReNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| InSPyReNetTrain Scale=HR scale, Resolution=1024 x 10242022.09 | 0.905 | 0.894 | 522 | 0.808 | — | — | — | — | |
| InSPyReNetTrain Scale=LR scale, Resolution=384 x 3842022.09 | 0.891 | 0.892 | 2,243 | 0.779 | — | — | — | — | |
| MaskFactoryGenerated Image Count=100002024.12 | 0.878 | — | — | — | 0.87 | 0.785 | 0.063 | 0.926 | |
| MaskFactoryGenerated Image Count=75002024.12 | 0.866 | — | — | — | 0.867 | 0.783 | 0.062 | 0.918 | |
| MaskFactoryGenerated Image Count=50002024.12 | 0.859 | — | — | — | 0.85 | 0.782 | 0.062 | 0.915 | |
| DatasetDMGenerated Image Count=25002024.12 | 0.848 | — | — | — | 0.846 | 0.77 | 0.066 | 0.894 | |
| DatasetDMGenerated Image Count=50002024.12 | 0.844 | — | — | — | 0.845 | 0.766 | 0.066 | 0.887 | |
| Dataset DiffusionGenerated Image Count=25002024.12 | 0.844 | — | — | — | 0.838 | 0.769 | 0.066 | 0.9 | |
| MaskFactoryGenerated Image Count=25002024.12 | 0.842 | — | — | — | 0.841 | 0.761 | 0.062 | 0.911 | |
| DatasetDMGenerated Image Count=75002024.12 | 0.839 | — | — | — | 0.839 | 0.763 | 0.065 | 0.883 | |
| Dataset DiffusionGenerated Image Count=50002024.12 | 0.837 | — | — | — | 0.834 | 0.752 | 0.065 | 0.896 | |
| IS-Net2022.09 | 0.836 | 0.83 | 582 | 0.743 | — | — | — | — | |
| IS-NetGenerated Image Count=02024.12 | 0.836 | — | — | — | 0.83 | 0.758 | 0.064 | 0.883 | |
| DatasetDMGenerated Image Count=100002024.12 | 0.832 | — | — | — | 0.833 | 0.757 | 0.066 | 0.878 | |
| Dataset DiffusionGenerated Image Count=75002024.12 | 0.823 | — | — | — | 0.831 | 0.733 | 0.066 | 0.878 | |
| Dataset DiffusionGenerated Image Count=100002024.12 | 0.819 | — | — | — | 0.812 | 0.728 | 0.065 | 0.858 |