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CAVE (Multispectral imaging using multiplexed illumination.)

Introduced by Yuanhao Cai et al. in Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction15 Nov 2021 archive 2025-07-28

Multispectral imaging using multiplexed illumination.

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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
Spectral Reconstruction CAVE SSR PSNR 40.69 Improving Spectral Snapshot Reconstruction with... zhangjc-2k/ssr 10 Compare

Papers archive 2025-07-28

8 shown of 8 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 31. 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
Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification 1 1 1 Jan 2024 not harvested
Dual Prior Unfolding for Snapshot Compressive Imaging 1 1 1 Jan 2024 not harvested
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging 1 1 13 Nov 2022 not harvested
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging 1 1 20 May 2022 ran 4 of 8 samples (4 unverified)
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction 3 1 17 Apr 2022 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction 1 1 9 Mar 2022 ran 13 of 16 samples (3 unverified)
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging 2 1 4 Mar 2022 ran 4 of 6 samples (2 unverified)
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction 4 1 15 Nov 2021 ran 3 of 3 samples (0 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Spectral Reconstruction

License archive 2025-07-28

https://ieeexplore.ieee.org/document/4409090

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

English

Variants archive 2025-07-28

  • CAVE

1 variant name, as the archive lists them.

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