| Bilateral Reference for High-Resolution Dichotomous Image Segmentation | ✓ Link | 0.882 | 0.839 | 0.896 | 0.038 | 0.825 | 0.815 | BiRefNet (DUTS, HRSOD, UHRSD) | 2024-01-07 |
| Bilateral Reference for High-Resolution Dichotomous Image Segmentation | ✓ Link | 0.881 | 0.837 | 0.896 | 0.036 | 0.825 | 0.815 | BiRefNet (DUTS, UHRSD) | 2024-01-07 |
| Revisiting Image Pyramid Structure for High Resolution Salient Object Detection | ✓ Link | 0.875 | 0.832 | | 0.045 | | | InSPyReNet | 2022-09-20 |
| M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection | ✓ Link | 0.872 | | | 0.045 | | 0.811 | M3Net-S | 2023-09-15 |
| Bilateral Reference for High-Resolution Dichotomous Image Segmentation | ✓ Link | 0.868 | 0.818 | 0.882 | 0.040 | 0.809 | 0.800 | BiRefNet (DUTS, HRSOD) | 2024-01-07 |
| Bilateral Reference for High-Resolution Dichotomous Image Segmentation | ✓ Link | 0.868 | 0.813 | 0.878 | 0.040 | 0.802 | 0.792 | BiRefNet (DUTS) | 2024-01-07 |
| Bilateral Reference for High-Resolution Dichotomous Image Segmentation | ✓ Link | 0.864 | 0.810 | 0.879 | 0.040 | 0.801 | 0.790 | BiRefNet (HRSOD, UHRSD) | 2024-01-07 |
| TRACER: Extreme Attention Guided Salient Object Tracing Network | ✓ Link | 0.855 | 0.849 | | 0.045 | 0.798 | | TRACER-TE7 | 2021-12-14 |
| M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection | ✓ Link | 0.848 | | | 0.061 | | 0.769 | M3Net-R | 2023-09-15 |
| Uncertainty Inspired RGB-D Saliency Detection | ✓ Link | 0.843 | | | 0.050 | | | UCNet-ABP | 2020-09-07 |
| Uncertainty Inspired RGB-D Saliency Detection | ✓ Link | 0.839 | | | 0.051 | | | UCNet-CVAE | 2020-09-07 |
| A Simple Pooling-Based Design for Real-Time Salient Object Detection | ✓ Link | | 0.833 | | 0.053 | | | PoolNet (VGG-16) | 2019-04-21 |
| Res2Net: A New Multi-scale Backbone Architecture | ✓ Link | | 0.800 | | 0.071 | | | DSS (Res2Net-50) | 2019-04-02 |
| Cascaded Partial Decoder for Fast and Accurate Salient Object Detection | ✓ Link | | 0.747 | | 0.056 | | | CPD-R (ResNet50) | 2019-04-18 |
| CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement | | | | 0.883 | 0.048 | 0.782 | | CPDR-L | 2025-01-11 |
| C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection | | | | 0.865 | 0.047 | 0.788 | | C4Net | 2021-10-22 |
| TRACER: Extreme Attention Guided Salient Object Tracing Network | ✓ Link | | | | 0.050 | | | TRACER-(ResNet50) | 2021-12-14 |
| BASNet: Boundary-Aware Salient Object Detection | ✓ Link | | | | 0.056 | | | BASNet | 2019-06-01 |