Datasets › Red MiniImageNet 80% label noise

Red MiniImageNet 80% label noise

Introduced by Lu Jiang et al. in Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels21 Nov 2019 archive 2025-07-28

Part of the Controlled Noisy Web Labels Dataset.

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)PaperCode
Image Classification Red MiniImageNet 80% label noise NCR (ResNet-18) Accuracy 51.2 Learning with Neighbor Consistency for Noisy Labels google-research/scenic 5 Compare
Learning with noisy labels Red MiniImageNet 80% label noise NCR (ResNet-18) Test Accuracy 51.2 Learning with Neighbor Consistency for Noisy Labels google-research/scenic 4 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 6. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
CLIPCleaner: Cleaning Noisy Labels with CLIP 1 1 19 Aug 2024 not harvested
Instance-Dependent Noisy Label Learning via Graphical Modelling 1 4 2 Sep 2022 not harvested
Learning with Neighbor Consistency for Noisy Labels 1 2 4 Feb 2022 ran 4 of 4 samples (0 unverified)
PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels 1 1 22 Oct 2021 not harvested
Faster Meta Update Strategy for Noise-Robust Deep Learning 1 1 30 Apr 2021 ran 2 of 7 samples (5 unverified; 7 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

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

  • Red MiniImageNet 80% label noise

1 variant name, as the archive lists them.

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