| Paper | Code | Smeasure | E-measure | MAE | max_F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation | ✓ Link | 0.934 | 0.959 | 0.020 | SAM2-UNet | 2024-08-16 | |
| FOCUS: Towards Universal Foreground Segmentation | ✓ Link | 0.929 | 0.965 | 0.019 | FOCUS | 2025-01-09 | |
| SelfReformer: Self-Refined Network with Transformer for Salient Object Detection | ✓ Link | 0.921 | 0.924 | 0.024 | 0.925 | SelfReformer-Swin | 2022-05-23 |
| Explicit Visual Prompting for Universal Foreground Segmentations | ✓ Link | 0.915 | 0.948 | 0.027 | 0.923 | EVPv2 | 2023-05-29 |
| SelfReformer: Self-Refined Network with Transformer for Salient Object Detection | ✓ Link | 0.911 | 0.920 | 0.026 | 0.916 | SelfReformer | 2022-05-23 |
| Label Decoupling Framework for Salient Object Detection | ✓ Link | 0.892 | 0.909 | 0.034 | 0.897 | LDF(ResNet-50) | 2020-08-25 |
| F3Net: Fusion, Feedback and Focus for Salient Object Detection | ✓ Link | 0.888 | 0.901 | 0.035 | 0.891 | F3Net | 2019-11-26 |
| Recursive Contour Saliency Blending Network for Accurate Salient Object Detection | ✓ Link | 0.878 | 0.903 | 0.034 | 0.889 | RCSB | 2021-05-28 |