Dichotomous Image Segmentation on DIS5K DIS-VD (val)
93.8Weighted F-measureFlowDIS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FlowDISInput Resolution=1024 x 1024 px, Sampling steps=22026.05 | 93.8 | 95.8 | 0.014 | 95.3 | 97.4 | |
| FlowDISInput Resolution=1024 x 1024 px, Sampling steps=12026.05 | 93.3 | 95.7 | 0.015 | 95.2 | 97.2 | |
| LawDIS25Input Resolution=1024 x 1024 px2026.05 | 88.4 | 91.7 | 0.03 | 91.7 | 94.9 | |
| PDFNet25Input Resolution=1024 x 1024 px2026.05 | 87.3 | 91.3 | 0.03 | 91.5 | 94.4 | |
| MVANet24Input Resolution=1024 x 1024 px2026.05 | 86.3 | 90.4 | 0.034 | 90.8 | 93.6 | |
| BiRefNet24Input Resolution=1024 x 1024 px2026.05 | 85.5 | 89.1 | 0.038 | 89.8 | 93.2 | |
| DiffDIS25Input Resolution=1024 x 1024 px2026.05 | 84.4 | 91.5 | 0.037 | 91.7 | 91.7 | |
| InSPyReNet22Input Resolution=1024 x 1024 px2026.05 | 83.4 | 88.9 | 0.042 | 90 | 92.2 | |
| GenPercept24Input Resolution=1024 x 1024 px2026.05 | 81.5 | 86.5 | 0.043 | 88.1 | 92.2 | |
| FP-DIS23Input Resolution=1024 x 1024 px2026.05 | 76.3 | 82.3 | 0.062 | 84.3 | 89.1 | |
| UDUN23Input Resolution=1024 x 1024 px2026.05 | 76.3 | 82.3 | 0.059 | 83.8 | 89.2 | |
| IS-Net22Input Resolution=1024 x 1024 px2026.05 | 71.7 | 79.1 | 0.074 | 81.3 | 85.6 |