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Evaluation

Representational harms in image-to-text (CIDEr across groups)

CIDER captioning scores (Vedantam et al., 2015) for people with different gender appearance and skin tone using COCO captioning and Zhao et al. (2021) annotations

Bias & fairness Google DeepMind — Gemini

How it was run

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Gemini 1.5
Google DeepMind — Gemini

rich detail 8 method fields published

See how this test was run