Polyp Segmentation 벤치마크
Polyp Segmentation on PolypGen
Dice
- 2023-03-13 — TransNetR: Dice 0.75
- 2024-09-14 — YOlO-SAM 2: Dice 0.808
- 2025-09-28 — Pyramid: Dice 0.8167
| Rank | Model | Dice | Precision | Recall | mIoU | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|
| 1 | Pyramid 자동 추출 | 0.8167 | – | – | – | PVTAdpNet: Polyp Segmentation using Pyramid vision transformer with a novel Adapter block | 2025 | |
| 2 | YOlO-SAM 2 | 0.808 | 0.858 | 0.764 | 0.678 | Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model | sajjad-sh33/yolo_sam2 | 2024 |
| 3 | TransNetR | 0.75 | – | – | – | TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing | debeshjha/transnetr | 2023 |
| 4 | YOlO-SAM 2 | 0.808 | 0.858 | 0.764 | 0.678 | Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model | sajjad-sh33/yolo_sam2 | 2024 |
| 5 | TransNetR | 0.75 | – | – | – | TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing | debeshjha/transnetr | 2023 |