Datasets › ACID

ACID (Aerial Coastline Imagery Dataset)

Introduced by Andrew Liu et al. in Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image17 Dec 2020 archive 2025-07-28

ACID consists of thousands of aerial drone videos of different coastline and nature scenes on YouTube. Structure-from-motion is used to get camera poses.

Image source: https://arxiv.org/pdf/2012.09855v2.pdf

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
Novel View Synthesis ACID impl.-nodepth FID 42.88 Geometry-Free View Synthesis: Transformers and no 3D Priors CompVis/geometry-free-view-synthesis 3 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 41. 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
Geometry-Free View Synthesis: Transformers and no 3D Priors 1 3 15 Apr 2021 ran 7 of 9 samples (2 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • ACID

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections