Papers with image misclassification
Object Hallucination in Image Captioning (D18-1)
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| Challenge: | Existing image captioning metrics do not capture image relevance . current metrics only measure similarity to ground truth captions . |
| Approach: | They propose a new image relevance metric to evaluate captioning models with veridical visual labels and assess their rate of object hallucination. |
| Outcome: | The proposed metrics show that models with veridical visual labels have higher hallucination rates than models with lower hallucinosity. |