Datasets › VIDIT
VIDIT (Virtual Image Dataset for Illumination Transfer)
VIDIT is a reference evaluation benchmark and to push forward the development of illumination manipulation methods. VIDIT includes 390 different Unreal Engine scenes, each captured with 40 illumination settings, resulting in 15,600 images. The illumination settings are all the combinations of 5 color temperatures (2500K, 3500K, 4500K, 5500K and 6500K) and 8 light directions (N, NE, E, SE, S, SW, W, NW). Original image resolution is 1024x1024.
Source: VIDIT: Virtual Image Dataset for Illumination Transfer
Image source: https://github.com/majedelhelou/VIDIT
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 Relighting | VIDIT’20 validation set | OIDDR-Net PSNR 17.62 | Physically Inspired Dense Fusion Networks for Relighting | yazdaniamir38/Depth-guided-Image-Relighting | 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 20. 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 | |||
|---|---|---|---|---|
| Physically Inspired Dense Fusion Networks for Relighting | 1 | 1 | 5 May 2021 | not harvested |
| DSRN: an Efficient Deep Network for Image Relighting | 0 | 1 | 18 Feb 2021 | not harvested |
| WDRN : A Wavelet Decomposed RelightNet for Image Relighting | 0 | 1 | 14 Sep 2020 | not harvested |
| Deep Relighting Networks for Image Light Source Manipulation | 1 | 1 | 19 Aug 2020 | not harvested |
| Scale-recurrent Network for Deep Image Deblurring | 4 | 1 | 6 Feb 2018 | 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
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- VIDIT
- VIDIT’20 validation set
2 variant names, as the archive lists them.
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