PixelProof/PixelProof-Difficulty-Feedback

PixelProof Difficulty Feedback This release contains the data from what the PixelProof paper calls model-feedback-steered generation. Coding agents wrote executable question worlds, and each world's inverse program recovered the answer from the rendered image alone. During each campaign, three frontier VLMs answered the same five instances of every newly verified world, and their errors were passed to later episodes as a difficulty signal. Contents Config… See the full description on the dataset page: https://huggingface.co/datasets/PixelProof/PixelProof-Difficulty-Feedback.

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