Datasets › DHF1K
DHF1K
DHF1K is a video saliency dataset which contains a ground-truth map of binary pixel-wise gaze fixation points and a continuous map of the fixation points after being blurred by a gaussian filter. DHF1K contains 1000 videos in total. 700 of the videos are annotated, 600 of which are used for training and 100 for validation. The remaining 300 are the testing set which are to be evaluated on a public server.
Source: ViP: Video Platform for PyTorch Image Source: https://arxiv.org/pdf/1801.07424.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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Video Saliency Detection | DHF1K | ViNet NSS 2.87 | ViNet: Pushing the limits of Visual Modality for... | samyak0210/ViNet | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 24. 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 | |||
|---|---|---|---|---|
| ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency Prediction | 1 | 1 | 11 Dec 2020 | not harvested |
| Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction | 1 | 1 | 2 Oct 2020 | not harvested |
| TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection | 1 | 1 | 15 Aug 2019 | ran 0 of 2 samples (2 unverified) |
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
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- DHF1K
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