Datasets › FEMNIST
FEMNIST (Federated Extended MNIST)
See paper:
Caldas, Sebastian, et al. "Leaf: A benchmark for federated settings." arXiv preprint arXiv:1812.01097 (2018).
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Personalized Federated Learning | FEMNIST | SuPerFed-MM Acc@1 85.20 | Connecting Low-Loss Subspace for Personalized Federated Learning | vaseline555/superfed | 2 | Compare |
| Image Classification | FEMNIST | pFedBreD_ns_mg Accuracy 70.34 | Personalized Federated Learning with Hidden Information... | — | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 16. 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 | |||
|---|---|---|---|---|
| Personalized Federated Learning with Hidden Information on Personalized Prior | 0 | 1 | 19 Nov 2022 | not harvested |
| Connecting Low-Loss Subspace for Personalized Federated Learning | 1 | 2 | 16 Sep 2021 | ran 0 of 2 samples (2 unverified; 2 pointer-only for licence) |
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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- FEMNIST
1 variant name, as the archive lists them.
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