Datasets › Distinctions-646

Distinctions-646

Introduced by Yu Qiao et al. in Attention-Guided Hierarchical Structure Aggregation for Image Matting1 Jun 2020 archive 2025-07-28

Dinstinctions-646 are composed of 646 foreground images with manually annotated alpha mattes

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 Matting Distinctions-646 DiffMatte SAD 15.50 Diffusion for Natural Image Matting yihanhu-2022/diffmatte 4 Compare

Papers archive 2025-07-28

4 shown of 4 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 19. 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
Dual-Context Aggregation for Universal Image Matting 1 1 28 Feb 2024 not harvested
Diffusion for Natural Image Matting 1 1 10 Dec 2023 ran 6 of 7 samples (1 unverified; 7 pointer-only for licence)
ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers 9 1 24 May 2023 not harvested
PP-Matting: High-Accuracy Natural Image Matting 1 1 20 Apr 2022 not harvested

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

  • Distinctions-646

1 variant name, as the archive lists them.

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