This PR significantly enhances the dataset card for SAMM by:
- Adding a direct link to the associated paper: https://huggingface.co/papers/2509.12653.
- Linking to the official GitHub repository for code and further details: https://github.com/shen8424/SAMM-RamDG-CAP.
- Updating `task_categories` to include `image-text-to-text` and `object-detection` alongside the existing `token-classification` and `text-classification`, to more accurately reflect the multimodal detection and grounding tasks addressed by the dataset.
- Adding descriptive `tags` such as `multimodal`, `manipulation-detection`, `media-forensics`, and `deepfake-detection` for better discoverability.
- Incorporating a detailed introduction from the paper abstract and GitHub README, including project overview images.
- Adding a comprehensive "Sample Usage" section with code snippets for environment setup, data preparation, training, and testing, directly from the GitHub repository.
- Including the BibTeX citation for the pa…
