| Paper | Code | S-measure | weighted F-measure | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| FOCUS: Towards Universal Foreground Segmentation | ✓ Link | 0.915 | 0.906 | 0.020 | FOCUS | 2025-01-09 |
| Bilateral Reference for High-Resolution Dichotomous Image Segmentation | ✓ Link | 0.914 | 0.894 | 0.023 | BiRefNet | 2024-01-07 |
| ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection | ✓ Link | 0.903 | 0.863 | 0.028 | ZoomNeXt-PVTv2-B5 | 2023-10-31 |
| ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection | ✓ Link | 0.900 | 0.865 | 0.028 | ZoomNeXt-PVTv2-B4 | 2023-10-31 |
| ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection | ✓ Link | 0.874 | 0.816 | 0.037 | ZoomNeXt-ResNet-50 | 2023-10-31 |
| Concealed Object Detection | ✓ Link | 0.847 | 0.770 | 0.048 | SINetV2-Res2Net-50 | 2021-02-20 |