HEIE is an MLLM-based evaluator that predicts defect heatmaps, plausibility scores, and natural-language explanations for AI-generated images, along with a new explainability dataset.
What do different evaluation metrics tell us about saliency models?IEEE Transactions on Pattern Analysis and Machine Intelligence, 41(3):740–757, 2018
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HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator
HEIE is an MLLM-based evaluator that predicts defect heatmaps, plausibility scores, and natural-language explanations for AI-generated images, along with a new explainability dataset.