Datasets › iHarmony4

iHarmony4

Introduced by Wenyan Cong et al. in DoveNet: Deep Image Harmonization via Domain Verification archive 2025-07-28

iHarmony4 is a synthesized dataset for Image Harmonization. It contains 4 sub-datasets: HCOCO, HAdobe5k, HFlickr, and Hday2night (based on COCO, Adobe5k, Flickr, day2night datasets respectively), each of which contains synthesized composite images, foreground masks of composite images and corresponding real images.

Source: Image_Harmonization_Datasets

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)PaperCode
Image Harmonization iHarmony4 PHNet MSE 16.05 PHNet: Patch-based Normalization for Portrait Harmonization — 16 Compare

Papers archive 2025-07-28

15 shown of 15 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 37. 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
PHNet: Patch-based Normalization for Portrait Harmonization 0 1 27 Feb 2024 not harvested
Deep Image Harmonization in Dual Color Spaces 1 1 5 Aug 2023 not harvested
Learning Global-aware Kernel for Image Harmonization 0 1 19 May 2023 not harvested
Dense Pixel-to-Pixel Harmonization via Continuous Image Representation 1 1 3 Mar 2023 not harvested
PCT-Net: Full Resolution Image Harmonization Using Pixel-Wise Color Transformations 1 1 1 Jan 2023 not harvested
Hierarchical Dynamic Image Harmonization 1 2 16 Nov 2022 ran 1 of 1 samples (0 unverified)
DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization 1 1 11 Jul 2022 not harvested
Harmonizer: Learning to Perform White-Box Image and Video Harmonization 1 1 4 Jul 2022 not harvested
High-Resolution Image Harmonization via Collaborative Dual Transformations 1 1 14 Sep 2021 not harvested
Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization 2 1 13 Sep 2021 not harvested
Intrinsic Image Harmonization 1 1 19 Jun 2021 not harvested
Region-aware Adaptive Instance Normalization for Image Harmonization 1 1 5 Jun 2021 ran 1 of 1 samples (0 unverified)
Image Harmonization With Transformer 1 1 1 Jan 2021 not harvested
BargainNet: Background-Guided Domain Translation for Image Harmonization 1 1 19 Sep 2020 not harvested
DoveNet: Deep Image Harmonization via Domain Verification 1 1 27 Nov 2019 ran 2 of 7 samples (5 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

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

  • iHarmony4

1 variant name, as the archive lists them.

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