Update README.md

README.md

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-```markdown
-# Financial Document Extraction & Robustness Dataset (FinDoc-Robust)
-
-## Dataset Description
-FinDoc-Robust is a multimodal, benchmark-grade dataset designed for **Document Layout Analysis (DLA)**, **Visual Information Extraction (VIE)**, and evaluating model robustness against real-world degradation. 
-
-The dataset contains financial reports across **5 distinct document categories** (e.g., cash flow statements, balance sheets, trial balances, shareholders' equity, corporate income statements). For every document, it provides perfect digital vectors, tabular ground truths, pixel-level bounding boxes, and **5 structurally degraded ("dirty") variants** simulating camera captures, scans, and physical artifacts.
-
-### Key Applications
-* **Robust Document AI:** Training models to resist geometric distortions, noise, and blur.
-* **Table Reconstruction:** Benchmarking end-to-end Image-to-Excel/HTML/Markdown pipelines.
-* **Multimodal Alignment:** Fine-tuning models like LayoutLMv3, Donut, or proprietary Vision-LLMs on complex financial structures.
-
----
-
-## Dataset Structure
-
-The repository is organized hierarchically by document type and numerical index. Each sample folder contains a complete sub-set of modalities:
-
-```text
-dataset_root/
-├── new_type_cash_flow_statement/
-├── new_type_shareholders_equity/
-├── new_type_trial_balance/
-├── pro_doc_corporate_income_statement/
-└── pro_doc_full_balance_sheet/
-    ├── 001/
-    │   ├── 001.pdf             # Original clean vector PDF
-    │   ├── 001.png             # Rendered high-res image (clean)
-    │   ├── 001.xlsx            # Target ground-truth table structure
-    │   ├── 001.json            # Word/Phrase Bounding Boxes (Pixel space)
-    │   ├── 001_pdf.json        # Word/Phrase Bounding Boxes (DTP Point space)
-    │   ├── 001_dirty_1.png     # Degraded scan/photo simulation variant 1
-    │   ├── 001_dirty_1.json    # Adjusted Bounding Boxes for variant 1
-    │   ...
-    │   ├── 001_dirty_5.png     # Degraded variant 5
-    │   └── 001_dirty_5.json    # Adjusted Bounding Boxes for variant 5
-    └── 1001/                   # Scale-tested deep indices (up to 4 digits)
-        ...
-
-```
 
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