Xiaohongshu Tech REDtech
Feb 24, 2025 · Artificial Intelligence
AIDE: Hybrid Feature Detector for AI‑Generated Image Detection and the Chameleon Benchmark
The paper introduces AIDE, a hybrid AI‑generated image detector that fuses low‑level pixel statistics with high‑level semantic embeddings, and the manually curated Chameleon benchmark of ~26 000 diverse, high‑realism images, showing AIDE surpasses nine state‑of‑the‑art methods by up to 4.6 % while highlighting remaining challenges on this tougher dataset.
AI-generated image detectionDeep Learningbenchmark dataset
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