Datasets › Ekman6
Ekman6
the YF-E6 emotion dataset using the 6 basic emotion type as keywords on social video-sharing websites including YouTube and Flickr, leading to a total of 3000 videos. The dataset is labeled through crowdsourcing by 10 different annotators (5 males and 5 females), whose age ranged from 22 to 45. Annotators were given detailed definition for each emotion before performing the task. Every video is manually labeled by all the annotators. A video is excluded from the final dataset when over half of annotations are inconsistent with the initial search keyword.
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 Emotion Recognition | Ekman6 | VEMOCLAP Accuracy 65.28 | VEMOCLAP: A video emotion classification web application | — | 6 | 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 11. 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 | |||
|---|---|---|---|---|
| VEMOCLAP: A video emotion classification web application | 0 | 1 | 22 Oct 2024 | not harvested |
| Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Erasing Network | 1 | 1 | 1 Jan 2023 | not harvested |
| Representation Learning through Multimodal Attention and Time-Sync Comments for Affective Video Content Analysis | 0 | 2 | 14 Oct 2022 | not harvested |
| An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos | 0 | 1 | 12 Feb 2020 | ran 4 of 7 samples (3 unverified; 7 pointer-only for licence) |
| Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization | 0 | 1 | 16 Nov 2015 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Ekman6
1 variant name, as the archive lists them.
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