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EBD

Introduced by Yuxin Jin et al. in Depth and DOF Cues Make A Better Defocus Blur Detector20 Jun 2023 archive 2025-07-28

A large-scale benchmark with 1605 high-resolution, well-annotated images, featuring more complex scenes and a wider range of DOF settings.

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
Defocus Blur Detection EBD D-DFFNet MAE 0.084 Depth and DOF Cues Make A Better Defocus Blur Detector yuxinjin-whu/d-dffnet 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper 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 2. 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
Depth and DOF Cues Make A Better Defocus Blur Detector 1 1 20 Jun 2023 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

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • EBD

1 variant name, as the archive lists them.

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