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A Soft-Label MNIST Testbed for Human vs. Model Confidence

Towards Data Science published a soft-label MNIST testbed in which annotators marked each MNIST and Mukhoti digit as yes, no, or unsure, producing image-level soft labels and uncertainty scores. The dataset is intended to let researchers compare human confidence against model confidence on the same digit images.

read1 min views1 publishedNov 12, 2026
A Soft-Label MNIST Testbed for Human vs. Model Confidence
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Annotators marked each MNIST and Mukhoti digit yes, no, or unsure, producing image-level soft labels and uncertainty scores. The post A Soft-Label MNIST Testbed for Human vs. Model Confidence appeared first on Towards Data Science.

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