Update README.md

README.md

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 # MMSci_Table
 
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 Dataset for the paper "[Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning](s)"
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+       📑 <a href="https://arxiv.org/pdf/">Paper</a> &nbsp&nbsp  </a>
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 # MMSci Dataset Collection
 
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 - **MMSci-Eval**: A benchmark with 3,114 testing samples for numerical reasoning evaluation
 
 ## Framework Overview
-![Framework Overview](model.pdf)
-<div class="flex justify-center">
-    <img src="./model.pdf" alt="Framework Overview">
-</div>
-
+![Framework Overview](./assets/model.jpg)
 *Figure 1: Overview of the MMSci framework showing the four key stages: Table Image Generation, Dataset Construction, Table Structure Learning, and Visual Instruction Tuning.*
 
 ## Dataset Details
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   - Complex layouts and relationships from scientific papers
   - Focus on tables with significant numerical values
 
-![MMSci-Pre Example](html1.pdf)
+![MMSci-Pre Example](./assets/html1.jpg)
 *Figure 2: Example from MMSci-Pre dataset showing the table image and its corresponding HTML representation.*
 
 ### MMSci-Ins
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   - Built upon scientific domain tables
 
 
-![MMSci-Ins Example](input1.pdf)
+![MMSci-Ins Example](./assets/input1.jpg)
 *Figure 3: Example from MMSci-Ins dataset showing instruction-following samples across different tasks.*
 
 ### MMSci-Eval
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 #### Table Question Answering (TQA)
-![TQA Example](tqa1.pdf)
+![TQA Example](./assets/tqa1.jpg)
 *Figure 4: Example of a TQA task showing the question, reasoning steps, and answer.*
 
 #### Table Fact Verification (TFV)
-![TFV Example](tfv1.pdf)
+![TFV Example](./assets/tfv1.jpg)
 *Figure 5: Example of a TFV task showing the statement, verification process, and conclusion.*
 
 ## Citation