Data · dataset · 2026
DogNeverSleep/Artifact-Bench
Listed in Hugging Face Datasets
Description
Artifact-Bench Paper | Github Artifact-Bench is a comprehensive benchmark for evaluating whether Multimodal Large Language Models (MLLMs) can truly detect and reason about the artifacts of AI-generated videos. Instead of focusing only on semantic understanding, Artifact-Bench emphasizes artifact-aware realism perception and fine-grained video analysis across photorealistic, animated, and CG-style domains. Tasks Artifact-Bench defines three complementary tasks: Task… See the full description on the dataset page: huggingface.co/datasets/DogNeverSleep/Artifact-Bench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/DogNeverSleep/Artifact-Bench ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2605.18984 arxiv.org/abs/2605.18984 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/DogNeverSleep/Artifact-Bench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- video · video text to text
- From keywords
- Computer Science & AI
- Inferred from text
- Video 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | DogNeverSleep/Artifact-Bench | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:video | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:video | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:video-text-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |