Datasets › SFEW
SFEW (Static Facial Expression in the Wild)
The Static Facial Expressions in the Wild (SFEW) dataset is a dataset for facial expression recognition. It was created by selecting static frames from the AFEW database by computing key frames based on facial point clustering. The most commonly used version, SFEW 2.0, was the benchmarking data for the SReco sub-challenge in EmotiW 2015. SFEW 2.0 has been divided into three sets: Train (958 samples), Val (436 samples) and Test (372 samples). Each of the images is assigned to one of seven expression categories, i.e., anger, disgust, fear, neutral, happiness, sadness, and surprise. The expression labels of the training and validation sets are publicly available, whereas those of the testing set are held back by the challenge organizer.
Source: Deep Facial Expression Recognition: A Survey Image Source: https://computervisiononline.com/dataset/1105138659
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 | ||||
|---|---|---|---|---|---|---|
| Facial Expression Recognition (FER) | SFEW | Ada-DF Accuracy 60.46 | A Dual-Branch Adaptive Distribution Fusion Framework for... | taylor-xy0827/Ada-DF | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 61. 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 | |||
|---|---|---|---|---|
| A Dual-Branch Adaptive Distribution Fusion Framework for Real-World Facial Expression Recognition | 1 | 1 | 5 May 2023 | not harvested |
| Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition | 0 | 1 | 7 Jul 2021 | not harvested |
| Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition | 1 | 1 | 10 May 2019 | not harvested |
| Island Loss for Learning Discriminative Features in Facial Expression Recognition | 1 | 1 | 9 Oct 2017 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- SFEW
1 variant name, as the archive lists them.
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