DIS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dichotomous Image Segmentation | DIS5K (DIS-VD) | S_alpha0.909 | 30 | |
| Dichotomous Image Segmentation | DIS5K (val) | Fw_beta0.896 | 18 | |
| Dichotomous Image Segmentation | DIS ALL 2,000 (test) | Fmax91.5 | 14 | |
| Dichotomous Image Segmentation | DIS TE4 500 (test) | Fmax91.2 | 14 | |
| Dichotomous Image Segmentation | DIS-TE3 500 (test) | Fmax93.6 | 14 | |
| Dichotomous Image Segmentation | DIS-TE2 500 (test) | Fmax92 | 14 | |
| Dichotomous Image Segmentation | DIS TE1 500 (test) | Fmax89.1 | 14 | |
| Dichotomous Image Segmentation | DIS 470 (val) | Fmax0.915 | 14 | |
| Salient Object Detection | DIS Overall | Fm91.4 | 12 | |
| Salient Object Detection | DIS 4 | Fm0.909 | 12 | |
| Salient Object Detection | DIS 3 | Fm93 | 12 | |
| Salient Object Detection | DIS 1 | Fm0.897 | 12 | |
| Dichotomous Image Segmentation | DIS5K TE1 (test) | IoU57 | 12 | |
| Dichotomous Image Segmentation | DIS5K TE3 (test) | Fw_beta92.5 | 11 | |
| Dichotomous Image Segmentation | DIS5K TE2 (test) | Fw_beta0.894 | 11 | |
| Segmentation | DIS5K | mIoU62.27 | 10 | |
| Dichotomous Image Segmentation | DIS ALL (test) | F-beta Max Score92.6 | 6 | |
| Salient Object Detection | DIS Overall (test) | Fm91.7 | 5 | |
| Salient Object Detection | DIS TE4 | Fm90.9 | 5 | |
| Salient Object Detection | DIS (TE3) | Fm93 | 5 | |
| Salient Object Detection | DIS TE2 | Fm92.4 | 5 | |
| Salient Object Detection | DIS TE1 | Fm92.9 | 5 | |
| Synthetic Image Distribution Similarity | DIS-VD (test) | CLIP Score0.9147 | 5 | |
| Segmentation | DIS (TE4) | MAE0.054 | 5 | |
| Dichotomous Image Segmentation | DIS-5K (DIS-3) | Fm90.1 | 4 |
Showing 25 of 28 rows