Datasets › PolyMNIST
PolyMNIST
The dataset is based on the original MNIST dataset. Compared to the original dataset, the digits are scaled down by a factor of $0.75$ such that there is more space for the random translation.The PolyMNIST consists of 5 different modalities.
The background of every modality 𝐱ₘ consists of random patches of size 28 ×28 from a large image. And the digit is placed at a random position of the patch. Using this setup, every modality has modality-specific information given by its background image and shared information given by the digit, which is shared between all modalities. An additional difficulty compared to the original PolyMNIST is the random translation of the digits
Benchmarks archive 2025-07-28
No leaderboard in the archive resolves to this dataset.
Papers archive 2025-07-28
No paper in the archive has a leaderboard row on this dataset; the archive counts 14 papers for it but never published that list.
Dataset loaders archive 2025-07-28
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Tasks archive 2025-07-28
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License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- PolyMNIST
1 variant name, as the archive lists them.
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