Dichotomous Image Segmentation on DIS5K (DIS-TE4)
0.905S_alphaInSPyReNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| InSPyReNetTrain Scale=HR scale, Resolution=1024 x 10242022.09 | 0.905 | 0.905 | 2,336 | 0.799 | — | — | — | — | |
| InSPyReNetTrain Scale=LR scale, Resolution=384 x 3842022.09 | 0.902 | 0.904 | 687 | 0.759 | — | — | — | — | |
| MaskFactoryGenerated Image Count=100002024.12 | 0.862 | — | — | — | 87.9 | 83 | 0.072 | 92.3 | |
| MaskFactoryGenerated Image Count=75002024.12 | 0.86 | — | — | — | 87.6 | 82.4 | 0.071 | 91.7 | |
| MaskFactoryGenerated Image Count=50002024.12 | 0.852 | — | — | — | 87.6 | 82.4 | 0.069 | 91.7 | |
| DatasetDMGenerated Image Count=25002024.12 | 0.846 | — | — | — | 83.3 | 75.9 | 0.074 | 88.5 | |
| MaskFactoryGenerated Image Count=25002024.12 | 0.842 | — | — | — | 85.6 | 78.9 | 0.071 | 89.1 | |
| Dataset DiffusionGenerated Image Count=25002024.12 | 0.841 | — | — | — | 83 | 76 | 0.074 | 87.3 | |
| DatasetDMGenerated Image Count=50002024.12 | 0.839 | — | — | — | 82.6 | 75.4 | 0.073 | 88.1 | |
| DatasetDMGenerated Image Count=75002024.12 | 0.838 | — | — | — | 82 | 75 | 0.073 | 87.3 | |
| DatasetDMGenerated Image Count=100002024.12 | 0.833 | — | — | — | 81.6 | 74.6 | 0.075 | 86.8 | |
| IS-Net2022.09 | 0.83 | 0.827 | 2,888 | 0.743 | — | — | — | — | |
| IS-NetGenerated Image Count=02024.12 | 0.83 | — | — | — | 82.7 | 75.3 | 0.072 | 87 | |
| Dataset DiffusionGenerated Image Count=50002024.12 | 0.83 | — | — | — | 81.8 | 75.9 | 0.072 | 86.6 | |
| Dataset DiffusionGenerated Image Count=75002024.12 | 0.822 | — | — | — | 80.4 | 75.8 | 0.076 | 84.5 | |
| Dataset DiffusionGenerated Image Count=100002024.12 | 0.815 | — | — | — | 80.1 | 74.7 | 0.074 | 83.6 |