mlsanityData to 7 Oct 2026

Overview of The MediaEval 2021 Predicting Media Memorability Task

arXiv 2112.05982 ↗First posted 11 Dec 2021cs.CV cs.AI cs.MMcited by 5

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Abstract (arXiv)

This paper describes the MediaEval 2021 Predicting Media Memorability}task, which is in its 4th edition this year, as the prediction of short-term and long-term video memorability remains a challenging task. In 2021, two datasets of videos are used: first, a subset of the TRECVid 2019 Video-to-Text dataset; second, the Memento10K dataset in order to provide opportunities to explore cross-dataset generalisation. In addition, an Electroencephalography (EEG)-based prediction pilot subtask is introduced. In this paper, we outline the main aspects of the task and describe the datasets, evaluation metrics, and requirements for participants' submissions.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 12 of its 22 references that are in the map. First posted on arXiv 11 Dec 2021.

Builds on

12 of 22 references.

References · 12

  1. 2015Deep Residual Learning for Image Recognitioncited by 51,809
  2. 2014Very Deep Convolutional Networks for Large-Scale Image Recognitioncited by 15,267
  3. 2016Densely Connected Convolutional Networkscited by 6,691
  4. 2019EfficientNet: Rethinking Model Scaling for Convolutional Neural Networkscited by 6,415
  5. 2016CNN Architectures for Large-Scale Audio Classificationcited by 701
  6. 2018VideoMem: Constructing, Analyzing, Predicting Short-term and Long-term Video Memorabilitycited by 24
  7. 2020Multimodal Memorability: Modeling Effects of Semantics and Decay on Video Memorabilitycited by 23
  8. 2020TRECVID 2019: An Evaluation Campaign to Benchmark Video Activity Detection, Video Captioning and Matching, and Video Search & Retrievalcited by 16
  9. 2020Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable?cited by 11
  10. 2021An Annotated Video Dataset for Computing Video Memorabilitycited by 9
  11. 2017Show and Recall: Learning What Makes Videos Memorablecited by 8
  12. 2018MediaEval 2018: Predicting Media Memorability Taskcited by 1

Built on by

Cited by year

Citing papers per year: 2021: 1; 2022: 3; 2023: 1.

5 papers.

  1. 2022Overview of The MediaEval 2022 Predicting Video Memorability Taskcited by 5
  2. 2021Predicting Media Memorability: Comparing Visual, Textual and Auditory Featurescited by 3
  3. 2022Experiences from the MediaEval Predicting Media Memorability Taskcited by 2
  4. 2022Analysing the Memorability of a Procedural Crime-Drama TV Series, CSIcited by 1
  5. 2023Using Saliency and Cropping to Improve Video Memorabilitycited by 0