Datasets › MNIST-M
MNIST-M
MNIST-M is created by combining MNIST digits with the patches randomly extracted from color photos of BSDS500 as their background. It contains 59,001 training and 90,001 test images.
Source: A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Image Source: https://arxiv.org/pdf/1505.07818v4.pdf
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Domain Adaptation | MNIST-to-MNIST-M | DRANet Accuracy 98.7 | DRANet: Disentangling Representation and Adaptation... | Seung-Hun-Lee/DRANet | 5 | Compare |
Papers archive 2025-07-28
5 shown of 5 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 193. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation | 1 | 1 | 24 Mar 2021 | ran 1 of 1 samples (0 unverified; 1 pointer-only for licence) |
| DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation | 4 | 1 | 27 Mar 2018 | ran 0 of 17 samples (17 unverified) |
| Domain Separation Networks | 6 | 1 | 22 Aug 2016 | ran 5 of 14 samples (9 unverified; 6 pointer-only for licence) |
| Domain-Adversarial Training of Neural Networks | 37 | 1 | 28 May 2015 | ran 33 of 52 samples (19 unverified; 22 pointer-only for licence) |
| Learning Transferable Features with Deep Adaptation Networks | 5 | 1 | 10 Feb 2015 | ran 2 of 2 samples (0 unverified) |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- MNIST-to-MNIST-M
- MNIST-M
2 variant names, as the archive lists them.
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