| Paper | Code | mIoU | S-measure | E-measure | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| HFP-SAM: Hierarchical Frequency Prompted SAM for Efficient Marine Animal Segmentation | 0.807 | 0.891 | 0.945 | 0.022 | HFP-SAM2 | 2026-03-13 | |
| SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation | ✓ Link | 0.799 | 0.903 | 0.943 | 0.021 | SAM2-UNet | 2024-08-16 |
| HFP-SAM: Hierarchical Frequency Prompted SAM for Efficient Marine Animal Segmentation | 0.797 | 0.888 | 0.938 | 0.024 | HFP-SAM | 2026-03-13 | |
| MAS-SAM: Segment Any Marine Animal with Aggregated Features | ✓ Link | 0.788 | 0.887 | 0.938 | 0.025 | MAS-SAM | 2024-04-24 |
| MASNet: A Robust Deep Marine Animal Segmentation Network | ✓ Link | 0.742 | 0.864 | 0.906 | 0.032 | MASNet | 2023-05-01 |
| Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection | ✓ Link | 0.736 | 0.862 | 0.898 | 0.032 | ZoomNet | 2022-03-05 |