| Paper | Code | S-measure | E-measure | MAE | max_F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation | ✓ Link | 0.884 | 0.912 | 0.039 | SAM2-UNet | 2024-08-16 | |
| FOCUS: Towards Universal Foreground Segmentation | ✓ Link | 0.868 | 0.900 | 0.045 | FOCUS | 2025-01-09 | |
| Explicit Visual Prompting for Universal Foreground Segmentations | ✓ Link | 0.862 | 0.895 | 0.047 | 0.857 | EVPv2 | 2023-05-29 |
| SelfReformer: Self-Refined Network with Transformer for Salient Object Detection | ✓ Link | 0.859 | 0.884 | 0.043 | 0.838 | SelfReformer-Swin | 2022-05-23 |
| SelfReformer: Self-Refined Network with Transformer for Salient Object Detection | ✓ Link | 0.856 | 0.886 | 0.041 | 0.836 | SelfReformer | 2022-05-23 |
| Label Decoupling Framework for Salient Object Detection | ✓ Link | 0.838 | 0.873 | 0.051 | 0.819 | LDF | 2020-08-25 |
| F3Net: Fusion, Feedback and Focus for Salient Object Detection | ✓ Link | 0.838 | 0.869 | 0.052 | 0.813 | F3Net | 2019-11-26 |
| Recursive Contour Saliency Blending Network for Accurate Salient Object Detection | ✓ Link | 0.820 | 0.856 | 0.045 | 0.810 | RCSB | 2021-05-28 |