A new multimodal dataset and benchmark shows that intent-aware classification of AI-generated images is hard, with the best model reaching only 71.6% accuracy in the wild.
Artificial intelligence in digital media: The era of deepfakes.IEEE Transactions on Technology and Society, 1(3):138–147, 2020
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"Humor, Art, or Misinformation?": A Multimodal Dataset for Intent-Aware Synthetic Image Detection
A new multimodal dataset and benchmark shows that intent-aware classification of AI-generated images is hard, with the best model reaching only 71.6% accuracy in the wild.