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DeMamba: AI-Generated Video Detection on Million-Scale GenVideo
  Benchmark
v1v2 (latest)

DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark

30 May 2024
Haoxing Chen
Yan Hong
Zizheng Huang
Zhuoer Xu
Zhangxuan Gu
Yaohui Li
Jun Lan
Huijia Zhu
Jianfu Zhang
Weiqiang Wang
Huaxiong Li
    Mamba
ArXiv (abs)PDFHTMLHuggingFace (7 upvotes)Github (114★)

Papers citing "DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark"

27 / 27 papers shown
Title
VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
Kyoungjun Park
Yifan Yang
Juheon Yi
Shicheng Zheng
Yifei Shen
Dongqi Han
Caihua Shan
Muhammad Muaz
Lili Qiu
152
0
0
02 Oct 2025
Learning Human-Perceived Fakeness in AI-Generated Videos via Multimodal LLMs
Learning Human-Perceived Fakeness in AI-Generated Videos via Multimodal LLMs
Xingyu Fu
Siyi Liu
Yinuo Xu
Pan Lu
Guangqiuse Hu
...
Chung Un Lee
Yejin Choi
James Zou
Dan Roth
Chris Callison-Burch
68
0
0
26 Sep 2025
FakeParts: a New Family of AI-Generated DeepFakes
FakeParts: a New Family of AI-Generated DeepFakes
Gaetan Brison
Soobash Daiboo
Samy Aimeur
Awais Hussain Sani
Xi Wang
Gianni Franchi
Vicky Kalogeiton
76
1
0
28 Aug 2025
AEGIS: Authenticity Evaluation Benchmark for AI-Generated Video Sequences
AEGIS: Authenticity Evaluation Benchmark for AI-Generated Video Sequences
J. Li
Xin Zhang
Joey Tianyi Zhou
EGVMAAML
96
2
0
14 Aug 2025
Video Forgery Detection with Optical Flow Residuals and Spatial-Temporal Consistency
Video Forgery Detection with Optical Flow Residuals and Spatial-Temporal Consistency
Xi Xue
Kunio Suzuki
Nabarun Goswami
Takuya Shintate
VGen
99
0
0
01 Aug 2025
D3: Training-Free AI-Generated Video Detection Using Second-Order Features
D3: Training-Free AI-Generated Video Detection Using Second-Order Features
Chende Zheng
Ruiqi suo
Chenhao Lin
Zhengyu Zhao
Le Yang
Shuai Liu
Minghui Yang
Cong Wang
Chao Shen
DiffMVGen
126
1
0
01 Aug 2025
Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems
Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems
Naseem Khan
Tuan Nguyen
Amine Bermak
Issa Khalil
AAML
139
3
0
24 Jul 2025
BusterX++: Towards Unified Cross-Modal AI-Generated Content Detection and Explanation with MLLM
BusterX++: Towards Unified Cross-Modal AI-Generated Content Detection and Explanation with MLLM
Haiquan Wen
Tianxiao Li
Zhenglin Huang
Yiwei He
Guangliang Cheng
224
1
0
19 Jul 2025
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation
Riccardo Corvi
D. Cozzolino
Ekta Prashnani
Shalini De Mello
Koki Nagano
L. Verdoliva
ViT
284
1
0
20 Jun 2025
DAVID-XR1: Detecting AI-Generated Videos with Explainable Reasoning
DAVID-XR1: Detecting AI-Generated Videos with Explainable Reasoning
Yifeng Gao
Yifan Ding
Hongyu Su
Juncheng Li
Yunhan Zhao
...
Li Wang
Xin Wang
Yixu Wang
Jiabo He
Yu-Gang Jiang
VGen
263
0
0
13 Jun 2025
DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers
DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers
Lizhen Wang
Zhurong Xia
T. Hu
P. Wang
Pengfei Wang
Zerong Zheng
Ming Zhou
Yuan Zhang
Mingyuan Gao
DiffMVGen
336
4
0
12 Jun 2025
IVY-FAKE: A Unified Explainable Framework and Benchmark for Image and Video AIGC Detection
IVY-FAKE: A Unified Explainable Framework and Benchmark for Image and Video AIGC Detection
Wayne Zhang
Changjiang Jiang
Zhonghao Zhang
Chenyang Si
Fengchang Yu
...
Xinbin Yuan
Yifei Bi
Ming Zhao
Zian Zhou
Caifeng Shan
170
6
0
01 Jun 2025
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation
Haiquan Wen
Yiwei He
Zhenglin Huang
Tianxiao Li
Zihan Yu
Xingru Huang
Lu Qi
Baoyuan Wu
Xuelong Li
Guangliang Cheng
VGen
363
3
0
19 May 2025
Watermarking for AI Content Detection: A Review on Text, Visual, and Audio Modalities
Watermarking for AI Content Detection: A Review on Text, Visual, and Audio Modalities
Lele Cao
183
2
0
02 Apr 2025
DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance
DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance
Yuxuan Luo
Zhengkun Rong
Lizhen Wang
Longhao Zhang
Tianshu Hu
Yongming Zhu
VGen
916
16
0
02 Apr 2025
TruthLens: Visual Grounding for Universal DeepFake Reasoning
TruthLens: Visual Grounding for Universal DeepFake Reasoning
Rohit Kundu
Shan Jia
Vishal Mohanty
Athula Balachandran
Amit K. Roy-Chowdhury
334
0
0
20 Mar 2025
Impossible Videos
Impossible Videos
Zechen Bai
Hai Ci
Mike Zheng Shou
EGVMVGen
274
6
0
18 Mar 2025
ExDDV: A New Dataset for Explainable Deepfake Detection in Video
ExDDV: A New Dataset for Explainable Deepfake Detection in Video
Vlad Hondru
Eduard Hogea
Darian M. Onchis
Radu Tudor Ionescu
315
11
0
18 Mar 2025
Animate Anyone 2: High-Fidelity Character Image Animation with Environment Affordance
Animate Anyone 2: High-Fidelity Character Image Animation with Environment Affordance
Li Hu
Guangyuan Wang
Zhen Shen
Xin Gao
Dechao Meng
Lian Zhuo
Peng Zhang
Bang Zhang
Liefeng Bo
DiffMVGen
322
34
0
10 Feb 2025
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM
Yueying Zou
Peipei Li
Zekun Li
Huaibo Huang
Xing Cui
Xuannan Liu
Chenghanyu Zhang
Ran He
DeLMO
549
8
0
07 Feb 2025
VMamba: Visual State Space Model
VMamba: Visual State Space ModelNeural Information Processing Systems (NeurIPS), 2024
Yue Liu
Yunjie Tian
Yuzhong Zhao
Hongtian Yu
Lingxi Xie
Yaowei Wang
Qixiang Ye
Jianbin Jiao
Yunfan Liu
Mamba
848
1,392
0
31 Dec 2024
Deepfake Media Generation and Detection in the Generative AI Era: A
  Survey and Outlook
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook
Florinel-Alin Croitoru
Andrei Iulian Hiji
Vlad Hondru
Nicolae-Cătălin Ristea
Paul Irofti
Marius Popescu
Cristian Rusu
Radu Tudor Ionescu
Fahad Shahbaz Khan
Mubarak Shah
329
15
0
29 Nov 2024
Venturing into Uncharted Waters: The Navigation Compass from Transformer
  to Mamba
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba
Yuchen Zou
Yineng Chen
Zuchao Li
Lefei Zhang
Hai Zhao
251
2
0
24 Jun 2024
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
Roberto Henschel
Levon Khachatryan
Daniil Hayrapetyan
Hayk Poghosyan
Vahram Tadevosyan
Zinan Lin
Shant Navasardyan
Humphrey Shi
DiffMVGen
410
140
0
21 Mar 2024
Detecting Multimedia Generated by Large AI Models: A Survey
Detecting Multimedia Generated by Large AI Models: A Survey
Li Lin
Neeraj Gupta
Yue Zhang
Hainan Ren
Chun-Hao Liu
Feng Ding
Xin Eric Wang
Xin Li
Luisa Verdoliva
Shu Hu
741
86
0
22 Jan 2024
Latte: Latent Diffusion Transformer for Video Generation
Latte: Latent Diffusion Transformer for Video Generation
Xin Ma
Yaohui Wang
Gengyun Jia
Xinyuan Chen
Ziqiang Liu
Yuan-Fang Li
Cunjian Chen
Yu Qiao
DiffMVGen
708
409
0
05 Jan 2024
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning
Haiwei Wu
Jiantao Zhou
Shile Zhang
414
45
0
23 May 2023
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