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  <!-- 📍 Data Availability: The dataset will be publicly released under the CC BY-NC-SA 4.0 license upon official acceptance of the associated paper.
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- <!-- 📍 Stay tuned for updates — the Hugging Face repository will be updated with download links and detailed documentation once the paper is accepted. -->
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  <!-- --> -->
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  ## Abstract
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  3. **Agent-Augmented VQA Framework.** The agent-augmented framework improves quantitative reliability by grounding VLM responses with specialized visual tools.
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  ## Citation
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  If you use this dataset in your work, please cite it as:
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  ```bibtex
 
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  <!-- 📍 Data Availability: The dataset will be publicly released under the CC BY-NC-SA 4.0 license upon official acceptance of the associated paper.
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+ <!-- 📍 Stay tuned for updates — the Hugging Face repository will be updated with download links and detailed documentation once the paper is accepted.
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  <!-- --> -->
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  ## Abstract
 
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  3. **Agent-Augmented VQA Framework.** The agent-augmented framework improves quantitative reliability by grounding VLM responses with specialized visual tools.
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+ ## Dataset Tree
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+
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+ data/
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+ ├── Distress_Classification/
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+ │ ├── train/
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+ │ │ ├── alligator_crack/
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+ │ │ ├── longitudinal_crack/
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+ │ │ ├── negative/
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+ │ │ ├── patch/
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+ │ │ ├── pothole/
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+ │ │ └── transverse_crack/
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+ │ ├── val/
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+ │ └── test/
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+
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+ ├── Distress_Detection/
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+ │ ├── annotations/
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+ │ │ ├── instances_train.json
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+ │ │ ├── instances_val.json
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+ │ │ └── instances_test.json
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+ │ └── images/
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+ │ ├── train/
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+ │ ├── val/
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+ │ └── test/
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+
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+ ├── Distress_PaveVQA/
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+ │ ├── images/
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+ │ ├── single_turn.jsonl
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+ │ ├── multi_turn.jsonl
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+ │ └── correction.jsonl
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+
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+ └── Distress_Segmentation/
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+ ├── images/
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+ │ ├── train/
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+ │ ├── val/
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+ │ └── test/
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+ ├── masks/
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+ │ ├── train/
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+ │ ├── val/
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+ │ └── test/
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+ ├── masks_vis/
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+ ├── color_map.txt
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+ └── label_map.txt
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+
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+
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  ## Citation
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  If you use this dataset in your work, please cite it as:
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  ```bibtex