Datasets › MSU Video Saliency Prediction

MSU Video Saliency Prediction

18 Oct 2023 archive 2025-07-28

The dataset presents open high-resolution test clips set with different types of content: movie fragments, sport streams, live caption clips. Used clips of 1920×1080 resolution and with duration from 13 to 38 seconds. And Performed reliable data collection from 50 observers (19–24 y. o.) using 500 Hz SMI iViewXTM Hi-Speed 1250 eye-tracker. Also used cross-fade which ensures the independence of the received fixations between different clips. The final ground-truth saliency map was estimated as a Gaussian mixture with centers at the fixation points. A standard deviation for the Gaussians equal to 120 was chosen (this value matches 8 angular degrees, which is known to be the sector of sharp vision).

Homepage Benchmarks Papers JSON

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	MSU Video Saliency Prediction	ViNet (dave) SIM 0.627	ViNet: Pushing the limits of Visual Modality for...	samyak0210/ViNet	14	Compare

Papers archive 2025-07-28

14 shown of 14 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 14. 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
GASP: Gated Attention For Saliency Prediction	1	1	9 Jun 2022	not harvested
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
Unified Image and Video Saliency Modeling	2	1	11 Mar 2020	ran 3 of 9 samples (6 unverified)
Video Saliency Prediction Using Enhanced Spatiotemporal Alignment Network	1	1	2 Jan 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)
Simple vs complex temporal recurrences for video saliency prediction	2	1	3 Jul 2019	not harvested
A Dilated Inception Network for Visual Saliency Prediction	1	1	7 Apr 2019	not harvested
Contextual Encoder-Decoder Network for Visual Saliency Prediction	4	1	18 Feb 2019	ran 0 of 6 samples (6 unverified)
DeepVS: A Deep Learning Based Video Saliency Prediction Approach	1	1	1 Sep 2018	not harvested
Revisiting Video Saliency: A Large-scale Benchmark and a New Model	1	1	23 Jan 2018	not harvested
Visual Saliency Based on Scale-Space Analysis in the Frequency Domain	0	1	6 May 2016	not harvested
Graph-Based Visual Saliency	0	1	4 Dec 2006	not harvested
A model of saliency-based visual attention for rapid scene analysis	0	1	1 Nov 1998	not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Saliency Prediction Video Saliency Detection

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

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

MSU Video Saliency Prediction

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