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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: apache-2.0
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+ ---
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+
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+ # Brief introduction
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+
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+ We present <b>SAMM</b>, a large-scale dataset for Detecting and Grounding Semantic-Coordinated Multimodal Manipulation.
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+
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+
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+ # Annotations
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+ ```
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+ {
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+ "text": "Lachrymose Terri Butler, whose letter prompted Peter Dutton to cancel Troy Newman's visa, was clearly upset.",
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+ "fake_cls": "attribute_manipulation",
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+ "image": "emotion_jpg/65039.jpg",
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+ "id": 13,
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+ "fake_image_box": [
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+ 665,
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+ 249,
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+ 999,
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+ 671
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+ ],
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+ "cap_texts": {
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+ "Terri Butler": "Terri Butler Gender: Female, Occupation: Politician, Birth year: 1977, Main achievement: Member of Australian Parliament.",
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+ "Peter Dutton": "Peter Dutton Gender: Male, Occupation: Politician, Birth year: 1970, Main achievement: Australian Minister for Defence."
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+ },
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+ "cap_images": {
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+ "Terri Butler": "Terri Butler",
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+ "Peter Dutton": "Peter Dutton"
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+ },
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+ "idx_cap_texts": [
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+ 1,
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+ 0
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+ ],
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+ "idx_cap_images": [
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+ 1,
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+ 0
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+ ],
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+ "fake_text_pos": [
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+ 0,
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+ 11,
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+ 13,
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+ 14,
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+ 15
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+ ]
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+ }
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+ ```
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+
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+ - `image`: The relative path to the original or manipulated image.
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+ - `text`: The original or manipulated text caption.
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+ - `fake_cls`: Indicates the type of manipulation (e.g., forgery, editing).
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+ - `fake_image_box`: The bounding box coordinates of the manipulated region in the image.
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+ - `fake_text_pos`: A list of indices specifying the positions of manipulated tokens within the `text` string.
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+ - `cap_texts`: Textual information extracted from CAP (Contextual Auxiliary Prompt) annotations.
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+ - `cap_images`: Relative paths to visual information from CAP annotations.
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+ - `idx_cap_texts`: A binary array where the i-th element indicates whether the i-th celebrity in `cap_texts` is tampered (1 = tampered, 0 = not tampered).
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+ - `idx_cap_images`: A binary array where the i-th element indicates whether the i-th celebrity in `cap_images` is tampered (1 = tampered, 0 = not tampered).