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Shadow Removal datasets

archive 2025-07-28

9 datasets carry the task tag "Shadow Removal" (the task itself: Shadow Removal), ordered by the archive's paper count. Page 1 of 1: 9 shown of 9. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Shadow Removal datasets 1–9 of 9

The Image Shadow Triplets dataset (ISTD) is a dataset for shadow understanding that contains 1870 image triplets of shadow image, shadow mask, and shadow-free image.
99 papers · 2 benchmarks
SRD (Shadow Removal Dataset)
SRD is a dataset for shadow removal that contains 3088 shadow and shadow-free image pairs.
48 papers · 1 benchmark
ISTD+ consists of shadow images, shadow-free images, and shadow masks, with 1,330 training images and 540 testing images from 135 unique background scenes.
15 papers · 1 benchmark
Dataset for document shadow removal
9 papers · 0 benchmarks
Dataset for document shadow removal
7 papers · 0 benchmarks
A significant challenge in removing shadows from indoor scenes is obtaining shadow-free images.
2 papers · 2 benchmarks
Doc3DShade extends Doc3D with realistic lighting and shading.
1 paper · 0 benchmarks
SD7K (Shadow Document 7K)
SD7K is the only large-scale high-resolution dataset that satisfies all important data features about document shadow currently, which covers a large number of document shadow images.
1 paper · 0 benchmarks
A version of the WSRD Dataset will be used as a benchmark for the NTIRE24 Challenge on Image Shadow Removal.
1 paper · 1 benchmark

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.