datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
VideoArtifactDetectionVideo Artifact Detection dataset using source videos from LongVideoBench. Video level labels are given in labels.csv (training) and labels_test.csv (testing). Localized artifact regions for burst artifacts are given in the artifact_ranges column.
Note that labels.csv contains additional source videos from LongVideoBench that are not included in this repository. You may visit the LongVideoBench page for the additional videos.
For additional questions, please email palmerla@usc.edu.
VideoGen-RewardBench
🏆 [VideoGen-RewardBench Leaderboard]
Introduction
VideoGen-RewardBench is a comprehensive benchmark designed to evaluate the performance of video reward models on modern text-to-video (T2V) systems. Derived from the third-party VideoGen-Eval (Zeng et.al, 2024), we constructing 26.5k (prompt, Video A, Video B) triplets and employing expert annotators to provide pairwise preference labels.
These annotations are based on key evaluation dimensions—Visual Quality (VQ), Motion… See the full description on the dataset page: https://huggingface.co/datasets/KlingTeam/VideoGen-RewardBench.videophy2_testProject: https://github.com/Hritikbansal/videophy/tree/main/VIDEOPHY2
caption: original prompt in the dataset
video_url: generated video (using original prompt or upsampled caption, depending on the video model)
sa: semantic adherence score (1-5) from human evaluation
pc: physical commonsense score (1-5) from human evaluation
joint: computed as sa >= 4, pc >= 4
physics_rules_followed: list of physics rules followed in the video as judged by human annotators (1)
physics_rules_unfollowed: list… See the full description on the dataset page: https://huggingface.co/datasets/videophysics/videophy2_test.amazon_product_reviews_video_games#Title
videophy_test_publicWe have uploaded the videos at: https://huggingface.co/videophysics/videophy-test-videos/tree/main
For more details, please visit:
project github: https://github.com/Hritikbansal/videophy
project website: https://videophy.github.io/
tgk-ai-video-generators-2026
Permanent dataset archive: https://doi.org/10.5281/zenodo.22703594
Five AI Video Generators Tested on Dialogue, Action and an Advert
These Guys Know tested Seedance 2.5, MiniMax H3, FLUX 3 Video, Gemini Omni 1.1 Flash and HappyHorse 1.1 on 1 September 2026. Every model received the same three ten-second, 16:9 text-to-video tasks: a father interrupting a computer game, a three-person fight inside a fixed hotel lobby and a Mango Cola advert with an exact product name.
We retained… See the full description on the dataset page: https://huggingface.co/datasets/These-Guys-Know/tgk-ai-video-generators-2026.ViSignLanguage-Video
AI Challenge CV Dataset Description
This dataset comes from https://aichallenge.ptit.edu.vn/ and is organized for a multi-class video classification task focusing on Vietnamese Sign Language.
🛠 Dataset Viewer Configuration
This dataset supports Hugging Face Dataset Viewer. The dataset structure and video paths are mapped via dataset_metadata.csv.
Expected CSV Structure
To ensure the Dataset Viewer renders correctly, your dataset_metadata.csv… See the full description on the dataset page: https://huggingface.co/datasets/star092304/ViSignLanguage-Video.video-data
TalorData Video Data
Rich, up-to-date video metadata + ready-to-transcribe MP4s from YouTube.
TalorData Video Data is a large, constantly refreshed dataset of YouTube videos. Each record bundles the video's pre-cut MP4 alongside an auto-generated, timestamped transcript — ready for fine-tuning, RAG, search, summarization, and multimodal inference.
Sample Files (Preview)
This repository hosts a public preview/sample of the record schema. Open sample-metadata.csv… See the full description on the dataset page: https://huggingface.co/datasets/TalorDataHQ/video-data.Tiktok-Videos
TikTok Video Analytics Dataset
Sample TikTok video dataset with comprehensive engagement metrics and metadata. Each row represents a single TikTok video with content and detailed analytics.
This is a sample dataset. To access the full version or request any custom dataset tailored to your needs, contact DataHive at contact@datahive.ai.
Files Included
train.csv – TikTok video analytics data
What's included
Video URLs and identifiers
Comprehensive engagement… See the full description on the dataset page: https://huggingface.co/datasets/datahiveai/Tiktok-Videos.ViSignLanguage-Video
AI Challenge CV Dataset Description
This dataset comes from https://aichallenge.ptit.edu.vn/ and is organized for a multi-class video classification task focusing on Vietnamese Sign Language.
🛠 Dataset Viewer Configuration
This dataset supports Hugging Face Dataset Viewer. The dataset structure and video paths are mapped via dataset_metadata.csv.
Expected CSV Structure
To ensure the Dataset Viewer renders correctly, your dataset_metadata.csv… See the full description on the dataset page: https://huggingface.co/datasets/namwu/ViSignLanguage-Video.timeseries_trending_youtube_videos_2019-04-15_to_2020-04-15Timeseries Trending YouTube Videos: 2019-04-15 to 2020-04-15
This dataset is a csv of one of the archived historical database tables queried from my non public database that contains time series data for period of 2019-04-15 to 2020-04-15. Video data was captured from the time they first appeared on trending list, and TSD exists until the video is removed from trending list.
This snapshot contains data for the 11,369 videos that appeared on trending within the timeframe, with 1,541,128 records… See the full description on the dataset page: https://huggingface.co/datasets/jettisonthenet/timeseries_trending_youtube_videos_2019-04-15_to_2020-04-15.videocon_synVideo-Games-Sales-EDA
🎮 Video Game Sales — Exploratory Data Analysis (EDA)
Video Presentation
If I didn’t cover everything it’s because I didn’t have enough time
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Executive Summary
The video game industry is a multi‑billion dollar market characterized by extreme unpredictability—a single "mega‑hit" can generate more revenue than thousands of average games combined. This project analyzes historical video game sales… See the full description on the dataset page: https://huggingface.co/datasets/0tizm0/Video-Games-Sales-EDA.videogames_salesabhishekgupta56447_video-games-sales-from-zenodo
Video Games Sales (from Zenodo)
Video game sales data including platform, genre, publisher, and global sales.
Dataset Info
Source: Kaggle
Original Size: 0.37 MB
Kaggle Downloads: 819
Files: 1
Files
vgsales.csv
Mirrored from Kaggle
Emotion_Video_Facial_Landmarks
Dataset Card for 478-Point Normalized 3D Facial Landmark Dataset
Dataset Description
This dataset provides pre-extracted, normalized 3D facial landmark features derived from the Video Emotion dataset. It is optimized for efficient training of emotion recognition and facial analysis models, bypassing the need to process large raw video files.
License: The extracted feature data in this CSV file is licensed under Apache 2.0. Note that the original source video files may… See the full description on the dataset page: https://huggingface.co/datasets/PSewmuthu/Emotion_Video_Facial_Landmarks.VideoConviction
VideoConviction: A Multimodal Benchmark for Human Conviction and Stock Market Recommendations
Paper: VideoConviction: A Multimodal Benchmark for Human Conviction and Stock Market Recommendations
Conference: ACM SIGKDD 2025
Authors: Michael Galarnyk, Veer Kejriwal, Agam Shah, Yash Bhardwaj, Nicholas Watney Meyer, Anand Krishnan, Sudheer Chava
Dataset Summary
VideoConviction is a multimodal dataset curated from financial influencer (“finfluencer”) videos on YouTube. It… See the full description on the dataset page: https://huggingface.co/datasets/gtfintechlab/VideoConviction.LearningChat_ai_video_production
Hallym AI Video Production Practice 2025-2 Public Dataset
1. 데이터셋 개요
데이터셋명: 한림대학교 AI영상제작실습 2025-2 공개용 데이터셋
교과목명: AI영상제작실습
학기: 2025-2
생성 배경: 2025학년도 2학기 AI영상제작실습 수업에서 조별로 제작·제출한 AI 기반 영상 결과물을 공개용 데이터셋 형태로 정리한 것이다.
목적: 수업 기반 AI 영상 창작 결과물을 공개 아카이브 형태로 정리하고, 작품 단위 메타데이터를 함께 제공하기 위함이다.
2. 데이터셋 범위
총 작품 수: 20편
데이터 단위: 조별 제출 영상 1편 = metadata.csv 1행
포함 대상: 1조부터 20조까지 각 팀 폴더의 원본 MP4 1개
제외 대상:
보고서 파일(.pdf, .docx, .hwp)
라이선스 동의서 파일
AI제작콘텐츠 발표회 2025 출품작 폴더에 따로 복사된 중복 MP4… See the full description on the dataset page: https://huggingface.co/datasets/K-University-AIED/LearningChat_ai_video_production.videophy_train_publicWe have uploaded the videos at: https://huggingface.co/videophysics/videophy-train-videos/tree/main
For more details, please visit the project github: https://github.com/Hritikbansal/videophy
Emotion_Video_Facial_Landmarks
Dataset Card for 478-Point Normalized 3D Facial Landmark Dataset
Dataset Description
This dataset provides pre-extracted, normalized 3D facial landmark features derived from the Video Emotion dataset. It is optimized for efficient training of emotion recognition and facial analysis models, bypassing the need to process large raw video files.
License: The extracted feature data in this CSV file is licensed under Apache 2.0. Note that the original source video files may… See the full description on the dataset page: https://huggingface.co/datasets/mac26/Emotion_Video_Facial_Landmarks.videophy_autoeval_scoresProject github: https://github.com/Hritikbansal/videophy
Paper: https://arxiv.org/abs/2406.03520
These scores are calculated using our auto-evaluator (https://huggingface.co/videophysics/videocon_physics/tree/main) on the test data (https://huggingface.co/datasets/videophysics/videophy_test_public).
brazilian-cultural-video-dataset
Bamboo Data Brazilian Cultural Video Dataset (Sample)
⚠️ License Notice: Evaluation Only
This is a sample of the Bamboo Data brazilian cultural video dataset, provided for internal evaluation purposes ONLY. The use of this data is strictly limited by the license defined below.
Any use for training, fine-tuning, or inference of AI/ML models, or any commercial activity, is strictly prohibited with this sample.
Dataset Description
The Bamboo Data… See the full description on the dataset page: https://huggingface.co/datasets/bamboodata/brazilian-cultural-video-dataset.video-games
license: mit
Video Game Sales — Exploratory Data Analysis (EDA)
1. Objective
The purpose of this project is to analyze historical video game sales data to identify the key factors that influence commercial success. Using Exploratory Data Analysis (EDA) techniques, this project examines the relationship between game genres, critical reception, and global sales performance.
A comprehensive exploratory analysis was conducted across the dataset. The complete analysis… See the full description on the dataset page: https://huggingface.co/datasets/0tizm0/video-games.youtube_top_popular_videos_commentsvideophy2_autoeval_scoresCode_Mixed_video_Complaintegxo-household-egocentric-video-evaluation
EGXO Household Egocentric Video Dataset
EGXO maintains a continuously growing first-party household egocentric video catalogue. This repository documents the current commercial gold-standard 111-video, 10-hour evaluation release across 49 task families; it does not represent the size of the current catalogue.
Collection provenance
This release was collected through licensed GIG Rewards collection programs operated with telco partners. It is first-party inventory… See the full description on the dataset page: https://huggingface.co/datasets/egxodata/egxo-household-egocentric-video-evaluation.video-interview-structural-segments
Video Interview Structural Segments Dataset
Опис датасету
Датасет містить анотації часових сегментів довгих відеоінтерв’ю та подкастів. Кожен сегмент має часові межі та одну з п’яти міток класу:
intro — вступна частина відео;
question — питання або репліка ведучого;
answer — відповідь гостя або основна змістова репліка;
ad — рекламний або службовий блок;
outro — завершення відео.
Датасет призначений для дослідження задач сегментації та мультимодальної… See the full description on the dataset page: https://huggingface.co/datasets/Cilach/video-interview-structural-segments.Tiktok-Videos
TikTok Video Analytics Dataset
Sample TikTok video dataset with comprehensive engagement metrics and metadata. Each row represents a single TikTok video with content and detailed analytics.
This is a sample dataset. To access the full version or request any custom dataset tailored to your needs, contact DataHive at contact@datahive.ai.
Files Included
train.csv – TikTok video analytics data
What's included
Video URLs and identifiers
Comprehensive engagement… See the full description on the dataset page: https://huggingface.co/datasets/hmaynard/Tiktok-Videos.dfk-videos