---
title: "Face, person and video benchmarks datasets"
description: "Datasets in the category “Face, person and video benchmarks” were mentioned in 11 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #35 of the 58 data categories mentioned."
url: https://scholar4ai.com/datasets/face-person-and-video-benchmarks
markdown_url: https://scholar4ai.com/datasets/face-person-and-video-benchmarks.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-26T13:22:50+09:00
window: 2026-09-27 to 2026-10-26
source: OpenAlex (CC0)
---

# Face, person and video benchmarks

Faces, people, poses, facial expressions and human actions in images and video.

- 2 papers in the last 7 days
- 5 of its 5 datasets mentioned

Back to the ranking: https://scholar4ai.com/rankings/datasets.md

## Key findings

- Datasets in the category “Face, person and video benchmarks” were mentioned in 11 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #35 of the 58 data categories mentioned.
- The most-mentioned were Action recognition (Kinetics, UCF101, HMDB51) (5), Person re-identification (Market-1501, DukeMTMC, MSMT17) (3), Face recognition (LFW, CelebA, VGGFace2) (1), Facial expression (FER2013, AffectNet, RAF-DB) (1) and Skeleton and pose (NTU RGB+D, Human3.6M) (1).
- By journal category: AI (11).
- Most of them appeared in Pattern Recognition (3), Applied Intelligence (2) and International Journal of Computer Vision (2).

## Datasets

*Datasets in this category · 2026-09-27 – 2026-10-26 (30 days)*

| Dataset | Papers | Last 7 days | Names searched for |
|---|---:|---:|---|
| Action recognition (Kinetics, UCF101, HMDB51) | 5 | 0 | Kinetics-400, Kinetics-600, Kinetics-700, UCF101, UCF-101, HMDB51, HMDB-51, Something-Something, ActivityNet |
| Person re-identification (Market-1501, DukeMTMC, MSMT17) | 3 | 1 | Market-1501, Market1501, DukeMTMC, MSMT17 |
| Face recognition (LFW, CelebA, VGGFace2) | 1 | 1 | Labeled Faces in the Wild, LFW, CelebA, VGGFace2, CASIA-WebFace, MegaFace |
| Facial expression (FER2013, AffectNet, RAF-DB) | 1 | 0 | FER2013, FER-2013, AffectNet, RAF-DB |
| Skeleton and pose (NTU RGB+D, Human3.6M) | 1 | 0 | NTU RGB+D, NTU-RGB+D, NTU RGB-D, NTU60, NTU120, Human3.6M |

## Papers

*Papers mentioning these datasets, newest first.*

| Date | Title | Journal | Authors | Affiliations | Datasets mentioned |
|---|---|---|---|---|---|
| 2026-10-22 | [Beyond the survey: a systematic empirical study of detection and association in visual MOT](https://doi.org/10.1007/s10462-026-11713-4) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Linh Van Ma, Juhua Hu, Wei Cheng et al. | Gwangju Institute of Science and Technology; University of Washington Tacoma | Person re-identification (Market-1501, DukeMTMC, MSMT17) |
| 2026-10-20 | [Weighted UnLearning from Experience for Improved Spurious Correlation Robustness](https://doi.org/10.1007/s10994-026-07164-1) | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | Jeff Mitchell, Jesus; id_orcid 0000-0002-9574-4138 Martinez-del-Rincon, Niall McLaughlin | Queen's University Belfast | Face recognition (LFW, CelebA, VGGFace2) |
| 2026-10-10 | [LDOFormer: Low-rank and Decorrelation-regularized Transformer for 3D human pose estimation](https://doi.org/10.1016/j.patcog.2026.115065) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Yu Zou, Zhigeng Pan, Xianxuan Lin et al. | Nanjing University of Information Science and Technology; Jiangsu Open University | Skeleton and pose (NTU RGB+D, Human3.6M) |
| 2026-10-06 | [CRAFMark: Contrastive-driven robust adaptive frequency-aware video watermarking against H.265/HEVC compression](https://doi.org/10.1016/j.eswa.2026.134652) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Shunzhe Zhu, Ke Niu, Jun Li et al. | Chinese People's Armed Police Force Engineering University | Action recognition (Kinetics, UCF101, HMDB51) |
| 2026-10-01 | [EMM-CVT: An Efficient Multi-Modal Vision Transformer for compressed video action recognition](https://doi.org/10.1016/j.patcog.2026.115181) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Hong Wen, Bing Li, Liang Qian et al. | Beijing Jiaotong University; Nankai University | Action recognition (Kinetics, UCF101, HMDB51) |
| 2026-10-01 | [A ConvNeXt-based facial expression recognition network integrating ALDS downsampling and SCSA semantic enhancement](https://doi.org/10.1007/s00521-026-12570-6) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Yanqiu Li, Shengzhao Li, Guangling Sun | Anhui Jianzhu University; Anhui University | Facial expression (FER2013, AffectNet, RAF-DB) |
| 2026-10-01 | [Self-paced deep clustering: an attention model for unsupervised domain adaptive person re-identification](https://doi.org/10.1007/s10489-026-07374-z) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Qingyu Wang, Ruchun Jia, Bo Peng et al. | Anhui Technical College of Industry and Economy; Sichuan University | Person re-identification (Market-1501, DukeMTMC, MSMT17) |
| 2026-10-01 | [Multi-granularity contrastive learning for discovering categories of teacher instructional behavior indicators](https://doi.org/10.1007/s10489-026-07420-w) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Ting Cai, Qingyuan Tang, Yu Xiong et al. | Chongqing University of Posts and Telecommunications; University of Pecs | Action recognition (Kinetics, UCF101, HMDB51) |
| 2026-10-01 | [Blurring Modal Boundaries: A Unified Survey from Single- to Multi-modal Person Re-ldentification](https://doi.org/10.1007/s11263-026-03069-7) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Xiao Wang, Bing Wang, B Yang et al. | Wuhan University of Science and Technology; Wuhan University; Anhui University | Person re-identification (Market-1501, DukeMTMC, MSMT17) |
| 2026-10-01 | [Efficient Test-Time Prompt Tuning for Vision-Language Models](https://doi.org/10.1007/s11263-026-03019-3) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Yuhan Zhu, Guozhen Zhang, Xu Chen et al. | Nanjing University; Shanghai Artificial Intelligence Laboratory | Action recognition (Kinetics, UCF101, HMDB51) |
| 2026-09-28 | [Exploring the temporal consistency for point-level weakly-supervised temporal action localization](https://doi.org/10.1016/j.patcog.2026.114948) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Yunchuan Ma, Laiyun Qing, Guorong Li et al. | University of Chinese Academy of Sciences; Macquarie University | Action recognition (Kinetics, UCF101, HMDB51) |

## Cite this page

Scholar4AI. (2026). Face, person and video benchmarks. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/datasets/face-person-and-video-benchmarks

```bibtex
@misc{scholar4ai-datasets-face-person-and-video-benchmarks,
  author = {{Scholar4AI}},
  title = {Face, person and video benchmarks},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/face-person-and-video-benchmarks}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).