Update README.md

README.md

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-EVF-SAM
-EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model
+---
+license: apache-2.0
+---
+## EVF-SAM
 
-Usage:
-This is the checkpoint holder of EVF-SAM.
-Please refer to "inference.py" in the source code for detailed usage.
-We haven't supported "AutoModel.from_pretrained(...)" yet, please import the model script from source code.
+[EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model](https://huggingface.co/papers/2406.20076)
+
+
+## Usage:
+This is the checkpoint holder of [EVF-SAM](https://github.com/hustvl/EVF-SAM.git).  
+Please refer to `"inference.py"` in the source code for detailed usage.  
+We haven't supported `"AutoModel.from_pretrained(...)"` yet, please import the model script from source code.