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Datasets › HIDE

HIDE

Introduced by Ziyi Shen et al. in Human-Aware Motion Deblurring archive 2025-07-28

Consists of 8,422 blurry and sharp image pairs with 65,784 densely annotated FG human bounding boxes.

Source: Human-Aware Motion Deblurring

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 4 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
Deblurring HIDE (trained on GOPRO) MAXIM PSNR (sRGB) 32.83 MAXIM: Multi-Axis MLP for Image Processing google-research/maxim +2 26 Compare
Image Deblurring HIDE AdaRevD PSNR 32.35 AdaRevD: Adaptive Patch Exiting Reversible Decoder... invokerer/deeprft +3 5 Compare
Image Deblurring HIDE (trained on GOPRO) Hi-IR-L PSNR 31.64 Hierarchical Information Flow for Generalized Efficient... — 3 Compare
Deblurring HIDE MAXIM-3S PSNR 32.83 MAXIM: Multi-Axis MLP for Image Processing google-research/maxim +2 1 Compare

Papers archive 2025-07-28

26 shown of 26 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 95. 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
XYScanNet: A State Space Model for Single Image Deblurring 0 1 13 Dec 2024 not harvested
Hierarchical Information Flow for Generalized Efficient Image Restoration 0 1 27 Nov 2024 not harvested
LoFormer: Local Frequency Transformer for Image Deblurring 2 1 24 Jul 2024 not harvested
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring 4 2 13 Jun 2024 ran 36 of 50 samples (14 unverified; 50 pointer-only for licence)
Efficient Visual State Space Model for Image Deblurring 1 1 23 May 2024 ran 2 of 2 samples (0 unverified)
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring 1 1 29 Mar 2024 not harvested
DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains 1 1 19 Mar 2024 not harvested
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation 1 3 18 Dec 2023 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
Prompt-based Ingredient-Oriented All-in-One Image Restoration 1 1 6 Sep 2023 ran 11 of 12 samples (1 unverified; 12 pointer-only for licence)
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration 1 2 9 May 2023 not harvested
Mixed Hierarchy Network for Image Restoration 1 1 19 Feb 2023 not harvested
Revisiting Image Deblurring with an Efficient ConvNet 1 1 4 Feb 2023 not harvested
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring 1 1 22 Nov 2022 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
Stripformer: Strip Transformer for Fast Image Deblurring 2 1 10 Apr 2022 ran 5 of 8 samples (3 unverified; 8 pointer-only for licence)
MAXIM: Multi-Axis MLP for Image Processing 3 3 9 Jan 2022 ran 27 of 46 samples (19 unverified)
Improving Image Restoration by Revisiting Global Information Aggregation 3 2 8 Dec 2021 not harvested
Intriguing Findings of Frequency Selection for Image Deblurring 5 1 23 Nov 2021 not harvested
Restormer: Efficient Transformer for High-Resolution Image Restoration 13 1 18 Nov 2021 ran 4 of 4 samples (0 unverified; 4 pointer-only for licence)
Uformer: A General U-Shaped Transformer for Image Restoration 4 1 6 Jun 2021 ran 6 of 6 samples (0 unverified; 2 pointer-only for licence)
Multi-Stage Progressive Image Restoration 8 1 4 Feb 2021 ran 18 of 26 samples (8 unverified; 25 pointer-only for licence)
BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring 1 1 19 Jan 2021 not harvested
Deblurring by Realistic Blurring 1 1 4 Apr 2020 not harvested
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training 1 1 18 Nov 2019 not harvested
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring 1 1 6 Apr 2019 not harvested
Scale-recurrent Network for Deep Image Deblurring 4 1 6 Feb 2018 not harvested
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring 1 1 7 Dec 2016 ran 0 of 11 samples (11 unverified)

Dataset loaders archive 2025-07-28

joanshen0508/HA_deblur

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Image Super-ResolutionImage RestorationDeblurringImage Deblurring

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

Images

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • HIDE
  • HIDE (trained on GOPRO)

2 variant names, as the archive lists them.

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