mlsanityData to 7 Oct 2026

EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction

arXiv 1808.07773 ↗First posted 23 Aug 2018cs.CVcited by 18

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Abstract (arXiv)

This paper details the sixth Emotion Recognition in the Wild (EmotiW) challenge. EmotiW 2018 is a grand challenge in the ACM International Conference on Multimodal Interaction 2018, Colorado, USA. The challenge aims at providing a common platform to researchers working in the affective computing community to benchmark their algorithms on `in the wild' data. This year EmotiW contains three sub-challenges: a) Audio-video based emotion recognition; b) Student engagement prediction; and c) Group-level emotion recognition. The databases, protocols and baselines are discussed in detail.

Key facts. Cited by 18 papers in the map (data through 7 Oct 2026). First posted on arXiv 23 Aug 2018.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 3; 2022: 2; 2023: 5; 2024: 2; 2025: 3; 2026: 3.

18 papers.

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  1. 2022FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videoscited by 69
  2. 2021Affective Image Content Analysis: Two Decades Review and New Perspectivescited by 47
  3. 2023MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learningcited by 33
  4. 2023Adaptive Log-Euclidean Metrics for SPD Matrix Learningcited by 13
  5. 2023Latent-OFER: Detect, Mask, and Reconstruct with Latent Vectors for Occluded Facial Expression Recognitioncited by 13
  6. 2022Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognitioncited by 8
  7. 2021Pairwise Emotional Relationship Recognition in Drama Videos: Dataset and Benchmarkcited by 4
  8. 2023Towards A Robust Group-level Emotion Recognition via Uncertainty-Aware Learningcited by 4
  9. 2021Multi-modal Residual Perceptron Network for Audio-Video Emotion Recognitioncited by 3
  10. 2024A Survey of Deep Learning for Group-level Emotion Recognitioncited by 3
  11. 2025Exp-Graph: How Connections Learn Facial Attributes in Graph-based Expression Recognitioncited by 2
  12. 2023Automatic Sensor-free Affect Detection: A Systematic Literature Reviewcited by 1
6 more
  1. 2024Hi-EF: Benchmarking Emotion Forecasting in Human-interactioncited by 1
  2. 2025Gems: Group Emotion Profiling Through Multimodal Situational Understandingcited by 1
  3. 2025Incorporating Scene Context and Semantic Labels for Enhanced Group-level Emotion Recognitioncited by 1
  4. 2026LaScA: Language-Conditioned Scalable Modelling of Affective Dynamicscited by 0
  5. 2026GAViD: A Large-Scale Multimodal Dataset for Context-Aware Group Affect Recognition from Videoscited by 0
  6. 2026LG-GER: Language-Guided Group Emotion Recognition via Multimodal Evidence Distillationcited by 0