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Accfull\mathrm{Acc}_{\mathrm{full}}

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The formal version is a simple, reportable metric. For a task with a full-input accuracy Accfull\mathrm{Acc}_{\mathrm{full}} and an accuracy Accablate(m)\mathrm{Acc}_{\mathrm{ablate}(m)} measured with modality m removed, blanked, or replaced with noise, define

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Accfull\mathrm{Acc}_{\mathrm{full}}

Equation 4 · Foundation Models

Building a Multimodal AI Application That Actually Uses Its Inputs

This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.

The formal version is a simple, reportable metric. For a task with a full-input accuracy Accfull\mathrm{Acc}_{\mathrm{full}} and an accuracy Accablate(m)\mathrm{Acc}_{\mathrm{ablate}(m)} measured with modality m removed, blanked, or replaced with noise, define

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