Datasets › DENSE
DENSE (Depth Estimation oN Synthetic Events)
DENSE (Depth Estimation oN Synthetic Events) is a new dataset with synthetic events and perfect ground truth.
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Image Dehazing | Dense-Haze | CasDyF-Net PSNR 17.56 | CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters | dauing/casdyf-net | 5 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 49. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| SAD-Net: a full spectral self-attention detail enhancement network for single image dehazing | 1 | 1 | 7 Apr 2025 | not harvested |
| CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters | 1 | 1 | 13 Sep 2024 | not harvested |
| Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal | 1 | 1 | 6 Oct 2022 | ran 0 of 1 samples (1 unverified; 1 pointer-only for licence) |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | 1 | 1 | 8 Feb 2022 | not harvested |
| Single image dehazing for a variety of haze scenarios using back projected pyramid network | 1 | 1 | 15 Aug 2020 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
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
- Dense-Haze
- DENSE
2 variant names, as the archive lists them.
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