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Datasets › KADID-10k

KADID-10k

Introduced by Hanhe Lin et al. in DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning20 Jan 2020 archive 2025-07-28

Konstanz artificially distorted image quality database (KADID-10k) contains 81 pristine images, each degraded by 25 distortions in 5 levels.

HomepageBenchmarksPapers JSON

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
No-Reference Image Quality Assessment KADID-10k RvTC (image-only) SRCC 0.98 Language Integration in Fine-Tuning Multimodal Large... — 9 Compare
Image Quality Assessment KADID-10k no rows — — 0 Compare

Papers archive 2025-07-28

9 shown of 9 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 29. 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
Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression 0 1 20 Jul 2025 not harvested
ARNIQA: Learning Distortion Manifold for Image Quality Assessment 1 1 20 Oct 2023 ran 5 of 5 samples (0 unverified)
You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment 1 1 14 Oct 2023 not harvested
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild 2 1 2 Apr 2023 ran 0 of 1 samples (1 unverified)
Image Quality Assessment using Contrastive Learning 2 1 25 Oct 2021 ran 2 of 3 samples (1 unverified; 3 pointer-only for licence)
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency 1 1 16 Aug 2021 not harvested
Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network 1 1 1 Jun 2020 not harvested
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network 1 1 5 Jul 2019 ran 4 of 10 samples (6 unverified)
No-Reference Image Quality Assessment in the Spatial Domain 1 1 17 Aug 2012 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Image Quality AssessmentNo-Reference Image Quality Assessment

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

  • KADID-10k

1 variant name, as the archive lists them.

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