| Paper | Code | S-measure | weighted F-measure | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Bilateral Reference for High-Resolution Dichotomous Image Segmentation | ✓ Link | 0.932 | 0.914 | 0.015 | BiRefNet | 2024-01-07 |
| ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection | ✓ Link | 0.925 | 0.897 | 0.016 | ZoomNeXt-PVTv2-B4 | 2023-10-31 |
| ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection | ✓ Link | 0.924 | 0.885 | 0.018 | ZoomNeXt-PVTv2-B5 | 2023-10-31 |
| FOCUS: Towards Universal Foreground Segmentation | ✓ Link | 0.922 | 0.908 | 0.017 | FOCUS | 2025-01-09 |
| ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection | ✓ Link | 0.908 | 0.858 | 0.021 | ZoomNeXt-ResNet-50 | 2023-10-31 |
| Concealed Object Detection | ✓ Link | 0.888 | 0.816 | 0.030 | SINetV2-Res2Net-50 | 2021-02-20 |