Dichotomous Image Segmentation on DIS5K (DIS-TE1)
87.3S_alphaInSPyReNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| InSPyReNetTrain Scale=HR scale, Resolution=1024 x 10242022.09 | 87.3 | 84.5 | 110 | 80 | — | — | — | — | |
| InSPyReNetTrain Scale=LR scale, Resolution=384 x 3842022.09 | 86.2 | 83.4 | 148 | 74.6 | — | — | — | — | |
| MaskFactoryGenerated Image Count=100002024.12 | 82.9 | — | — | — | 78.4 | 70.5 | 0.073 | 87.5 | |
| MaskFactoryGenerated Image Count=75002024.12 | 82.6 | — | — | — | 77.9 | 70.3 | 0.071 | 86.8 | |
| MaskFactoryGenerated Image Count=50002024.12 | 82.2 | — | — | — | 77.7 | 70 | 0.071 | 86.6 | |
| MaskFactoryGenerated Image Count=25002024.12 | 80.3 | — | — | — | 77.6 | 67.7 | 0.073 | 85.3 | |
| DatasetDMGenerated Image Count=25002024.12 | 79.1 | — | — | — | 74.4 | 67 | 0.075 | 82.5 | |
| Dataset DiffusionGenerated Image Count=25002024.12 | 79 | — | — | — | 74.1 | 67.5 | 0.076 | 82.7 | |
| IS-Net2022.09 | 78.7 | 74 | 149 | 73.6 | — | — | — | — | |
| IS-NetGenerated Image Count=02024.12 | 78.7 | — | — | — | 74 | 66.2 | 0.074 | 82 | |
| DatasetDMGenerated Image Count=50002024.12 | 78.6 | — | — | — | 74.4 | 66.8 | 0.077 | 81.9 | |
| DatasetDMGenerated Image Count=75002024.12 | 78.1 | — | — | — | 74 | 66.3 | 0.075 | 81.3 | |
| DatasetDMGenerated Image Count=100002024.12 | 77.8 | — | — | — | 73.6 | 65.9 | 0.076 | 81 | |
| Dataset DiffusionGenerated Image Count=50002024.12 | 77.6 | — | — | — | 72.7 | 66.9 | 0.074 | 81.6 | |
| Dataset DiffusionGenerated Image Count=75002024.12 | 76 | — | — | — | 72.1 | 66.7 | 0.077 | 80.2 | |
| Dataset DiffusionGenerated Image Count=100002024.12 | 75.4 | — | — | — | 71.9 | 65.4 | 0.078 | 79.8 |