Chameleon: Benchmarking Detection and Backtracking on Commercial-Grade AI-Generated Videos
Fuente:
arXiv
Saved in:
| Main Authors: | Liao, Xingming, Zeng, Meiyu, Chen, Canyu, Lin, Nankai, Wang, Zhuowei, Yang, Aimin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MARINER: A 3E-Driven Benchmark for Fine-Grained Perception and Complex Reasoning in Open-Water Environments
by: Liao, Xingming, et al.
Published: (2026)
by: Liao, Xingming, et al.
Published: (2026)
CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection
by: Feng, Huidong, et al.
Published: (2026)
by: Feng, Huidong, et al.
Published: (2026)
VideoLucy: Deep Memory Backtracking for Long Video Understanding
by: Zuo, Jialong, et al.
Published: (2025)
by: Zuo, Jialong, et al.
Published: (2025)
Generalized Face Liveness Detection via De-fake Face Generator
by: Long, Xingming, et al.
Published: (2024)
by: Long, Xingming, et al.
Published: (2024)
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark
by: Chen, Haoxing, et al.
Published: (2024)
by: Chen, Haoxing, et al.
Published: (2024)
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning
by: Zeng, Peijian, et al.
Published: (2025)
by: Zeng, Peijian, et al.
Published: (2025)
BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
by: Li, Yan, et al.
Published: (2026)
by: Li, Yan, et al.
Published: (2026)
Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation
by: Xi, Lin, et al.
Published: (2022)
by: Xi, Lin, et al.
Published: (2022)
Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering
by: Xi, Lin, et al.
Published: (2023)
by: Xi, Lin, et al.
Published: (2023)
GenVidBench: A 6-Million Benchmark for AI-Generated Video Detection
by: Ni, Zhenliang, et al.
Published: (2025)
by: Ni, Zhenliang, et al.
Published: (2025)
MMControl: Unified Multi-Modal Control for Joint Audio-Video Generation
by: Li, Liyang, et al.
Published: (2026)
by: Li, Liyang, et al.
Published: (2026)
FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization
by: Song, Quanjian, et al.
Published: (2026)
by: Song, Quanjian, et al.
Published: (2026)
Allegro: Open the Black Box of Commercial-Level Video Generation Model
by: Zhou, Yuan, et al.
Published: (2024)
by: Zhou, Yuan, et al.
Published: (2024)
Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox
by: Long, Xingming, et al.
Published: (2024)
by: Long, Xingming, et al.
Published: (2024)
MVAD: A Benchmark Dataset for Multimodal AI-Generated Video-Audio Detection
by: Hu, Mengxue, et al.
Published: (2025)
by: Hu, Mengxue, et al.
Published: (2025)
Semantic or Covariate? A Study on the Intractable Case of Out-of-Distribution Detection
by: Long, Xingming, et al.
Published: (2024)
by: Long, Xingming, et al.
Published: (2024)
VIVA: VLM-Guided Instruction-Based Video Editing with Reward Optimization
by: Cong, Xiaoyan, et al.
Published: (2025)
by: Cong, Xiaoyan, et al.
Published: (2025)
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation
by: Zhang, Shengyuan, et al.
Published: (2024)
by: Zhang, Shengyuan, et al.
Published: (2024)
Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos
by: Tang, Yuqi, et al.
Published: (2026)
by: Tang, Yuqi, et al.
Published: (2026)
EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
by: Liu, Yaofang, et al.
Published: (2023)
by: Liu, Yaofang, et al.
Published: (2023)
ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services
by: Ji, Fengxian, et al.
Published: (2026)
by: Ji, Fengxian, et al.
Published: (2026)
MotionAgent: Fine-grained Controllable Video Generation via Motion Field Agent
by: Liao, Xinyao, et al.
Published: (2025)
by: Liao, Xinyao, et al.
Published: (2025)
RobustSora: De-Watermarked Benchmark for Robust AI-Generated Video Detection
by: Wang, Zhuo, et al.
Published: (2025)
by: Wang, Zhuo, et al.
Published: (2025)
Unveiling Perceptual Artifacts: A Fine-Grained Benchmark for Interpretable AI-Generated Image Detection
by: Xiao, Yao, et al.
Published: (2026)
by: Xiao, Yao, et al.
Published: (2026)
Detecting AI-Generated Video via Frame Consistency
by: Ma, Long, et al.
Published: (2024)
by: Ma, Long, et al.
Published: (2024)
YoChameleon: Personalized Vision and Language Generation
by: Nguyen, Thao, et al.
Published: (2025)
by: Nguyen, Thao, et al.
Published: (2025)
FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks
by: Wu, Peiran, et al.
Published: (2024)
by: Wu, Peiran, et al.
Published: (2024)
LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation
by: Wang, Jiarui, et al.
Published: (2025)
by: Wang, Jiarui, et al.
Published: (2025)
FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition
by: Ding, Ganggui, et al.
Published: (2024)
by: Ding, Ganggui, et al.
Published: (2024)
Decoupling Semantics and Fingerprints: A Universal Representation for AI-Generated Image Detection
by: Wang, Zhiyuan, et al.
Published: (2026)
by: Wang, Zhiyuan, et al.
Published: (2026)
Phantom-Data : Towards a General Subject-Consistent Video Generation Dataset
by: Chen, Zhuowei, et al.
Published: (2025)
by: Chen, Zhuowei, et al.
Published: (2025)
Your One-Stop Solution for AI-Generated Video Detection
by: Ma, Long, et al.
Published: (2026)
by: Ma, Long, et al.
Published: (2026)
ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos
by: Chen, Jr-Jen, et al.
Published: (2024)
by: Chen, Jr-Jen, et al.
Published: (2024)
Chameleon: Fast-slow Neuro-symbolic Lane Topology Extraction
by: Zhang, Zongzheng, et al.
Published: (2025)
by: Zhang, Zongzheng, et al.
Published: (2025)
VABench: A Comprehensive Benchmark for Audio-Video Generation
by: Hua, Daili, et al.
Published: (2025)
by: Hua, Daili, et al.
Published: (2025)
V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models
by: Luo, Yang, et al.
Published: (2025)
by: Luo, Yang, et al.
Published: (2025)
PosterVerse: A Full-Workflow Framework for Commercial-Grade Poster Generation with HTML-Based Scalable Typography
by: Liu, Junle, et al.
Published: (2026)
by: Liu, Junle, et al.
Published: (2026)
VideoVeritas: AI-Generated Video Detection via Perception Pretext Reinforcement Learning
by: Tan, Hao, et al.
Published: (2026)
by: Tan, Hao, et al.
Published: (2026)
AIGVE-Tool: AI-Generated Video Evaluation Toolkit with Multifaceted Benchmark
by: Xiang, Xinhao, et al.
Published: (2025)
by: Xiang, Xinhao, et al.
Published: (2025)
Beyond Deepfake Images: Detecting AI-Generated Videos
by: Vahdati, Danial Samadi, et al.
Published: (2024)
by: Vahdati, Danial Samadi, et al.
Published: (2024)
Similar Items
-
MARINER: A 3E-Driven Benchmark for Fine-Grained Perception and Complex Reasoning in Open-Water Environments
by: Liao, Xingming, et al.
Published: (2026) -
CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection
by: Feng, Huidong, et al.
Published: (2026) -
VideoLucy: Deep Memory Backtracking for Long Video Understanding
by: Zuo, Jialong, et al.
Published: (2025) -
Generalized Face Liveness Detection via De-fake Face Generator
by: Long, Xingming, et al.
Published: (2024) -
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark
by: Chen, Haoxing, et al.
Published: (2024)