Dichotomous Image Segmentation on DIS5K (DIS-TE2)
91.8S_alphaInSPyReNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| InSPyReNetTrain Scale=HR scale, Resolution=1024 x 10242022.09 | 91.8 | 91.9 | 255 | 80.3 | — | — | — | — | |
| InSPyReNetTrain Scale=LR scale, Resolution=384 x 3842022.09 | 89.3 | 88.1 | 316 | 75.9 | — | — | — | — | |
| MaskFactoryGenerated Image Count=100002024.12 | 86.5 | — | — | — | 82.2 | 77.2 | 6.7 | 90.3 | |
| MaskFactoryGenerated Image Count=75002024.12 | 86.1 | — | — | — | 81.9 | 76.5 | 6.8 | 90.1 | |
| MaskFactoryGenerated Image Count=50002024.12 | 85.5 | — | — | — | 81.4 | 76.4 | 6.7 | 89.5 | |
| MaskFactoryGenerated Image Count=25002024.12 | 84.9 | — | — | — | 80.8 | 73.9 | 6.8 | 86.8 | |
| DatasetDMGenerated Image Count=25002024.12 | 83.3 | — | — | — | 81 | 74.1 | 7.2 | 87 | |
| Dataset DiffusionGenerated Image Count=25002024.12 | 83.3 | — | — | — | 80.1 | 73.9 | 7.2 | 86.1 | |
| Dataset DiffusionGenerated Image Count=50002024.12 | 83.2 | — | — | — | 79.9 | 73.7 | 7.1 | 86 | |
| DatasetDMGenerated Image Count=50002024.12 | 82.8 | — | — | — | 80.7 | 73.6 | 7 | 86.8 | |
| IS-NetGenerated Image Count=02024.12 | 82.6 | — | — | — | 79.9 | 72.8 | 7 | 85.8 | |
| IS-Net2022.09 | 82.3 | 79.9 | 340 | 74 | — | — | — | — | |
| DatasetDMGenerated Image Count=75002024.12 | 82.3 | — | — | — | 80.1 | 73.6 | 7.1 | 86.6 | |
| DatasetDMGenerated Image Count=100002024.12 | 82.1 | — | — | — | 79.3 | 73.4 | 7.1 | 86.5 | |
| Dataset DiffusionGenerated Image Count=75002024.12 | 81.1 | — | — | — | 78.2 | 72.1 | 7.3 | 85 | |
| Dataset DiffusionGenerated Image Count=100002024.12 | 79.5 | — | — | — | 77.6 | 71.2 | 7.1 | 83.4 |