datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
MVBench
MVBench
Important Update
[18/10/2024] Due to NTU RGB+D License, 320 videos from NTU RGB+D need to be downloaded manually. Please visit ROSE Lab to access the data. We also provide a list of the 320 videos used in MVBench for your reference.
We introduce a novel static-to-dynamic method for defining temporal-related tasks. By converting static tasks into dynamic ones, we facilitate systematic generation of video tasks necessitating a wide range of temporal abilities, from… See the full description on the dataset page: https://huggingface.co/datasets/OpenGVLab/MVBench.TextEdit
TextEdit: A High-Quality, Multi-Scenario Text Editing Benchmark for Generation Models
Danni Yang,
Sitao Chen,
Changyao Tian
If you find our work helpful, please give us a ⭐ or cite our paper. See the InternVL-U technical report appendix for more details.
🎉 News
[2026/03/06] TextEdit benchmark released.
[2026/03/06] Evaluation code and initial baselines released.
[2026/03/06] Leaderboard updated with latest models.
📖 Introduction… See the full description on the dataset page: https://huggingface.co/datasets/opencompass/TextEdit.OpenMath-Vision-CoT-10kGUI-Odyssey
Dataset Card for GUI Odyssey
News⭐️
A new and improved version of the GUIOdyssey dataset has been released! 🎉🎉
👉 Please use the latest version and refer to the updated README for the most up-to-date information.
We highly recommend using the new version for all training and evaluation!
Repository: https://github.com/OpenGVLab/GUI-Odyssey
Latest Version of Dataset: hflqf88888/GUIOdyssey
Paper: https://arxiv.org/pdf/2406.08451
Introduction
GUI Odyssey is… See the full description on the dataset page: https://huggingface.co/datasets/OpenGVLab/GUI-Odyssey.OpenGameArt-CC0
Dataset Card for OpenGameArt-CC0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons 0 (CC0) license, making them effectively public domain works. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily monolingual:… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC0.wan22-animate-3k-opensource-data
Wan2.2 Animate Open Dataset Pack
This dataset repo stores the complete datasets/ directory used for the Wan2.2 TI2V 5B + One-to-All animate experiment.
The original tree contains more than 10,000 files in one directory, which Hugging Face git repositories reject as raw files. Therefore the dataset is stored as split tar shards.
Restore:
cat datasets.tar.part-* | tar -xf -
sha256sum -c SHA256SUMS
After extraction, the restored tree contains:… See the full description on the dataset page: https://huggingface.co/datasets/simbahuang/wan22-animate-3k-opensource-data.OpenGameArt-OGA-BY-4.0
Dataset Card for OpenGameArt-OGA-BY-4.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the OpenGameArt Attribution 4.0 (OGA-BY-4.0) license. The dataset includes various types of game assets such as 2D art, music, sound effects, and associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset descriptions and metadata are in English
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-OGA-BY-4.0.OpenVisTool-42K
OpenVisTool-42K
OpenVisTool-42K contains 42,048 outcome-valid, tool-use-gain-filtered visual
tool-use trajectories across Chart, GUI Grounding, Table, Web-to-HTML, and
Visual Search. Each example preserves the teacher's reasoning, function calls,
tool observations, and final answer in the ms-swift agent format. All trajectories were synthesized using Qwen3.5-Plus
as the teacher model. The teacher generated the reasoning traces, function
calls, and final answers, while tool… See the full description on the dataset page: https://huggingface.co/datasets/LockOnN/OpenVisTool-42K.OpenGameArt-CC-BY-SA-3.0
Dataset Card for OpenGameArt-CC-BY-SA-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution-ShareAlike 3.0 Unported (CC-BY-SA-3.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-SA-3.0.openclipart
Dataset Card for OpenClipart.org SVG Images
Dataset Summary
This dataset contains 178,604 public domain SVG vector clipart images collected from OpenClipart.org. OpenClipart.org is a community-driven platform where artists share vector clip art explicitly released into the public domain (CC0). The dataset includes the SVG content along with comprehensive metadata such as titles, descriptions, artist names, creation dates, tags, and image URLs. The SVG files in this… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/openclipart.OpenGameArt-OGA-BY-3.0
Dataset Card for OpenGameArt-OGA-BY-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the OpenGameArt Attribution (OGA-BY-3.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset descriptions and metadata are in… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-OGA-BY-3.0.OpenToM
Please avoid testing OpenToM questions in OpenAI playground or places where the data might be used for LLM training.
OpenToM is a new benchmark for assessing LLMs' Neural Theory-of-Mind (N-ToM) with the following key features:
(1) longer and clearer narrative stories
(2) characters with explicit personality traits
(3) actions that are triggered by character intentions
(4) questions designed to challenge LLMs' capabilities of modeling characters' mental states of both the physical and… See the full description on the dataset page: https://huggingface.co/datasets/SeacowX/OpenToM.OpenGameArt-CC-BY-3.0
Dataset Card for OpenGameArt-CC-BY-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution 3.0 (CC-BY-3.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-3.0.InternVL-Chat-V1-2-SFT-Data
Data Card for InternVL-Chat-V1-2-SFT-Data
Overview
Inspired by LLaVA-NeXT, we adopted a data-efficient SFT strategy to train InternVL-Chat-V1-2, utilizing approximately 1.2M of visual instruction tuning samples in total, all of which are fully open-source. In a macro sense, we build upon ShareGPT-4V and additionally integrate LLaVA-ZH, DVQA, ChartQA, AI2D, DocVQA, GeoQA+, and SynthDoG-EN. Most of the data remains consistent with LLaVA-NeXT.
Citation
If you use… See the full description on the dataset page: https://huggingface.co/datasets/OpenGVLab/InternVL-Chat-V1-2-SFT-Data.OpenUAV-QA
✨OpenUAV-QA✨
OpenUAV-QA is a large-scale multiple-choice question-answering benchmark for UAV (drone) navigation decision-making, built upon the TravelUAV (OpenUAV) dataset. It transforms raw UAV flight trajectories into structured, text-polished 4-option QA pairs that test a multimodal model's ability to reason about path planning, action sequences, and spatial dynamics from first-person drone video footage.
The dataset covers 22 distinct simulated… See the full description on the dataset page: https://huggingface.co/datasets/choucsan/OpenUAV-QA.OpenClaw-EvalMix
OpenClaw EvalMix
OpenClaw EvalMix is a Harbor-format collection of 360 agent-evaluation tasks across four task families. Each task directory includes task.toml, an instruction, an environment definition, and verifier tests.
Composition
Family
Tasks
Local payload
clawbench
19
0.00 GiB
liveclawbench
134
0.07 GiB
pinchbench
147
0.02 GiB
wildclawbench
60
14.05 GiB
The repository preserves each family at the root so task paths remain direct.… See the full description on the dataset page: https://huggingface.co/datasets/zt1106/OpenClaw-EvalMix.OpenGameArt-Mixed-Licenses
Dataset Card for OpenGameArt-Mixed-Licenses
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are available under multiple licenses simultaneously. This dataset includes assets where creators have made their work available under two or more license options. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata, all… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-Mixed-Licenses.cc12m-cleaned
CC12m-cleaned
This dataset builds on two others: The Conceptual Captions 12million dataset, which lead to the LLaVa captioned subset done by
CaptionEmporium
(The latter is the same set, but swaps out the (Conceptual Captions 12million) often-useless alt-text captioning for decent ones_
I have then used the llava captions as a base, and used the detailed descrptions to filter out
images with things like watermarks, artist signatures, etc.
I have also manually thrown out all… See the full description on the dataset page: https://huggingface.co/datasets/opendiffusionai/cc12m-cleaned.zalo-ai-2025-public-test-data-v2
Zalo AI Challenge 2025 - RoadBuddy Public Test Data V2set
This dataset contains public test data v2 for the RoadBuddy – Understanding the Road through Dashcam AI challenge from Zalo AI Challenge 2025.
Dataset Description
The challenge aims to build a driving assistant capable of understanding video content from dashcams to quickly answer questions about traffic signs, signals, and driving instructions in Vietnam.
Dataset Structure
Files
frames/:… See the full description on the dataset page: https://huggingface.co/datasets/OpenHay/zalo-ai-2025-public-test-data-v2.Vietnamese-yfcc15m-OpenAICLIPOpenGameArt-GPL-2.0
Dataset Card for OpenGameArt-GPL-2.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the GNU General Public License version 2.0 (GPL-2.0). The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-GPL-2.0.OpenGameArt-GPL-3.0
Dataset Card for OpenGameArt-GPL-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the GNU General Public License version 3.0 (GPL-3.0). The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, and textures along with their associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset descriptions… See the full description on the dataset page: https://huggingface.co/datasets/irfankabir02/OpenGameArt-GPL-3.0.OpenGameArt-GPL-3.0
Dataset Card for OpenGameArt-GPL-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the GNU General Public License version 3.0 (GPL-3.0). The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, and textures along with their associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset descriptions… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-GPL-3.0.OpenGameArt-CC-BY-4.0
Dataset Card for OpenGameArt-CC-BY-4.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution 4.0 International (CC-BY-4.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily monolingual:
English… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-4.0.SeCVOS
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction
[📂 GitHub]
[📦 Model]
[🌐 Homepage]
[📄 Paper]
Highlights
🔥We introduce Segment Concept (SeC), a concept-driven segmentation framework for video object segmentation that integrates Large Vision-Language Models (LVLMs) for robust, object-centric representations.
🔥SeC dynamically balances semantic reasoning with feature matching, adaptively adjusting computational efforts based on… See the full description on the dataset page: https://huggingface.co/datasets/OpenIXCLab/SeCVOS.OpenGameArt-CC-BY-SA-4.0
Dataset Card for OpenGameArt-CC-BY-SA-4.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution-ShareAlike 4.0 International (CC-BY-SA-4.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-SA-4.0.openvivqa-formating-vlm
OpenViVQA Formatting Dataset for VLM
A Vietnamese multimodal instruction-format dataset for training Vision Language Models (VLMs) on Visual Question Answering (VQA) tasks.
This dataset reformats OpenViVQA-style samples into conversational instruction-tuning format compatible with modern VLM training pipelines such as:
Qwen2-VL
LLaVA
InternVL
Phi-3 Vision
Idefics
SmolVLM
Dataset Structure
Each sample contains:
image: input image
conversations: multi-turn… See the full description on the dataset page: https://huggingface.co/datasets/Nhanvi282/openvivqa-formating-vlm.cc12m-a_woman
Description
This dataset is a convenience subset of https://huggingface.co/datasets/opendiffusionai/cc12m-cleaned/
I did a quick grep for "A woman", and then HAND-CURATED the results.
That means I threw out anything with watermarks, site branding, or pretty much anything else I deemed would
get in the way of ML training.
I also only chose images that had clear, sharp camera focus on the main subject. So these are high-quality images.
At present, I have only done a few thousand.
I… See the full description on the dataset page: https://huggingface.co/datasets/opendiffusionai/cc12m-a_woman.zalo-ai-2025-training-data-v2
Zalo AI Challenge 2025 - RoadBuddy Training Data V2set
This dataset contains training data v2 for the RoadBuddy – Understanding the Road through Dashcam AI challenge from Zalo AI Challenge 2025.
Dataset Description
The challenge aims to build a driving assistant capable of understanding video content from dashcams to quickly answer questions about traffic signs, signals, and driving instructions in Vietnam.
Dataset Structure
Files
frames/: Directory… See the full description on the dataset page: https://huggingface.co/datasets/OpenHay/zalo-ai-2025-training-data-v2.zalo-ai-2025-new-training-data-v2
Zalo AI Challenge 2025 - RoadBuddy New Train Data V2set
This dataset contains new train data v2 for the RoadBuddy – Understanding the Road through Dashcam AI challenge from Zalo AI Challenge 2025.
Dataset Description
The challenge aims to build a driving assistant capable of understanding video content from dashcams to quickly answer questions about traffic signs, signals, and driving instructions in Vietnam.
Dataset Structure
Files
frames/:… See the full description on the dataset page: https://huggingface.co/datasets/OpenHay/zalo-ai-2025-new-training-data-v2.