Metric: Dice (higher is better)
| # | Model↕ | Dice▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | YOLO-SAM 2 | 0.902 | No | Self-Prompting Polyp Segmentation in Colonoscopy... | 2024-09-14 | Code |
| 2 | LGRNet | 0.865 | No | LGRNet: Local-Global Reciprocal Network for Uter... | 2024-07-08 | Code |
| 3 | SALI | 0.822 | No | SALI: Short-term Alignment and Long-term Interac... | 2024-06-19 | Code |
| 4 | AutoSAM | 0.759 | No | AutoSAM: Adapting SAM to Medical Images by Overl... | 2023-06-10 | - |
| 5 | PNS+ | 0.737 | No | Video Polyp Segmentation: A Deep Learning Perspe... | 2022-03-27 | Code |
| 6 | MAT | 0.712 | No | - | - | Code |
| 7 | ACSNet | 0.708 | No | - | - | - |
| 8 | 2/3D | 0.706 | No | - | - | - |
| 9 | FSNet | 0.699 | No | Full-Duplex Strategy for Video Object Segmentation | 2021-08-06 | Code |
| 10 | PNSNet | 0.675 | No | Progressively Normalized Self-Attention Network ... | 2021-05-18 | Code |
| 11 | COSNet | 0.606 | No | See More, Know More: Unsupervised Video Object S... | 2020-01-19 | Code |
| 12 | PraNet | 0.598 | No | PraNet: Parallel Reverse Attention Network for P... | 2020-06-13 | Code |
| 13 | SANet | 0.598 | No | Shallow Attention Network for Polyp Segmentation | 2021-08-02 | Code |
| 14 | PCSA | 0.584 | No | - | - | - |
| 15 | DCF | 0.317 | No | - | - | Code |
| 16 | AMD | 0.252 | No | The Emergence of Objectness: Learning Zero-Shot ... | 2021-11-11 | Code |