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[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/sam2-unet-segment-anything-2-makes-strong/salient-object-detection-on-duts-te-1)](https://paperswithcode.com/sota/salient-object-detection-on-duts-te-1?p=sam2-unet-segment-anything-2-makes-strong)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/sam2-unet-segment-anything-2-makes-strong/salient-object-detection-on-dut-omron-2)](https://paperswithcode.com/sota/salient-object-detection-on-dut-omron-2?p=sam2-unet-segment-anything-2-makes-strong)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/sam2-unet-segment-anything-2-makes-strong/salient-object-detection-on-hku-is-1)](https://paperswithcode.com/sota/salient-object-detection-on-hku-is-1?p=sam2-unet-segment-anything-2-makes-strong)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/sam2-unet-segment-anything-2-makes-strong/salient-object-detection-on-pascal-s-1)](https://paperswithcode.com/sota/salient-object-detection-on-pascal-s-1?p=sam2-unet-segment-anything-2-makes-strong)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/sam2-unet-segment-anything-2-makes-strong/salient-object-detection-on-ecssd-1)](https://paperswithcode.com/sota/salient-object-detection-on-ecssd-1?p=sam2-unet-segment-anything-2-makes-strong)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/sam2-unet-segment-anything-2-makes-strong/image-segmentation-on-mas3k)](https://paperswithcode.com/sota/image-segmentation-on-mas3k?p=sam2-unet-segment-anything-2-makes-strong)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/sam2-unet-segment-anything-2-makes-strong/image-segmentation-on-rmas)](https://paperswithcode.com/sota/image-segmentation-on-rmas?p=sam2-unet-segment-anything-2-makes-strong)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/sam2-unet-segment-anything-2-makes-strong/image-segmentation-on-msd-mirror-segmentation)](https://paperswithcode.com/sota/image-segmentation-on-msd-mirror-segmentation?p=sam2-unet-segment-anything-2-makes-strong)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/sam2-unet-segment-anything-2-makes-strong/image-segmentation-on-pmd)](https://paperswithcode.com/sota/image-segmentation-on-pmd?p=sam2-unet-segment-anything-2-makes-strong)

## [SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation](https://arxiv.org/abs/2408.08870)
Xinyu Xiong, Zihuang Wu, Shuangyi Tan, Wenxue Li, Feilong Tang, Ying Chen, Siying Li, Jie Ma, Guanbin Li

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