Update README.md

README.md

@@ -4,7 +4,9 @@ license: mit
 
 # Molecule Detection YOLO in MolParser
 
-From paper: "*MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild*" (ICCV2025 under review)
+From paper: "*MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild*" (ICCV2025 Accept)
+
+[Arxiv Paper](https://arxiv.org/abs/2411.11098) | [Huggingface Dataset](https://huggingface.co/datasets/AI4Industry/MolParser-7M) | [OCSR Demo](https://ocsr.dp.tech/)
 
 We provide several [ultralytics YOLO11]((https://github.com/ultralytics/ultralytics)) weights for molecule detection with different size & input resolution.
 
@@ -66,3 +68,4 @@ model = YOLO("moldet_yolo11l_960_doc.pt")
 model.predict("path/to/pdf_page_image.png", save=True, imgsz=960, conf=0.5)
 ```
 
+