Cover Image

EditSleuth: A Dataset of Grounded Reasoning Chains for Image-Edit Forensics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Van-Loc, MaungMaung, AprilPyone, Tran, Minh-Triet, Echizen, Isao
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fine-Tuning Text-To-Image Diffusion Models for Class-Wise Spurious Feature Generation
by: MaungMaung, AprilPyone, et al.
Published: (2024)

Beyond Standard Benchmarks: A Systematic Audit of Vision-Language Model's Robustness to Natural Semantic Variation Across Diverse Tasks
by: Chengyu, Jia, et al.
Published: (2026)

Mitigating Backdoor Attacks using Activation-Guided Model Editing
by: Hsieh, Felix, et al.
Published: (2024)

SGM: Safety Glasses for Multimodal Large Language Models via Neuron-Level Detoxification
by: Wang, Hongbo, et al.
Published: (2025)

Stability Analysis of ChatGPT-based Sentiment Analysis in AI Quality Assurance
by: Ouyang, Tinghui, et al.
Published: (2024)

GUNNEL: Guided Mixup Augmentation and Multi-Model Fusion for Aquatic Animal Segmentation
by: Le, Minh-Quan, et al.
Published: (2021)

EVENT-Retriever: Event-Aware Multimodal Image Retrieval for Realistic Captions
by: Vo, Dinh-Khoi, et al.
Published: (2025)

Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics
by: Chang, Ching-Chun, et al.
Published: (2025)

SAMURAI: Shape-Aware Multimodal Retrieval for 3D Object Identification
by: Vo, Dinh-Khoi, et al.
Published: (2025)

LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification
by: Cui, Shuhan, et al.
Published: (2024)

OpenEvents V1: Large-Scale Benchmark Dataset for Multimodal Event Grounding
by: Nguyen, Hieu, et al.
Published: (2025)

PANDORA: Pixel-wise Attention Dissolution and Latent Guidance for Zero-Shot Object Removal
by: Vo, Dinh-Khoi, et al.
Published: (2026)

FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing
by: Nguyen, Trong-Tung, et al.
Published: (2024)

TF-SASM: Training-free Spatial-aware Sparse Memory for Multi-object Tracking
by: Nguyen-Quang, Thuc, et al.
Published: (2024)

SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion
by: Nguyen, Trong-Tung, et al.
Published: (2024)

Interactive Interface For Semantic Segmentation Dataset Synthesis
by: Tran, Ngoc-Do, et al.
Published: (2025)

ReasonEdit: Towards Reasoning-Enhanced Image Editing Models
by: Yin, Fukun, et al.
Published: (2025)

FineEdit: Fine-Grained Image Edit with Bounding Box Guidance
by: Xu, Haohang, et al.
Published: (2026)

ImgEdit: A Unified Image Editing Dataset and Benchmark
by: Ye, Yang, et al.
Published: (2025)

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning
by: He, Qingdong, et al.
Published: (2025)

Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis
by: Nguyen, Huy H., et al.
Published: (2024)

UnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched Edits
by: Ye, Keming, et al.
Published: (2025)

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM
by: Nguyen, Quang, et al.
Published: (2024)

EditThinker: Unlocking Iterative Reasoning for Any Image Editor
by: Li, Hongyu, et al.
Published: (2025)

Edit One for All: Interactive Batch Image Editing
by: Nguyen, Thao, et al.
Published: (2024)

SATURN: Autoregressive Image Generation Guided by Scene Graphs
by: Vo, Thanh-Nhan, et al.
Published: (2025)

X-Edit: Detecting and Localizing Edits in Images Altered by Text-Guided Diffusion Models
by: Bazyleva, Valentina, et al.
Published: (2025)

Edit-aware RAW Reconstruction
by: Punnappurath, Abhijith, et al.
Published: (2025)

ChronoEdit: Towards Temporal Reasoning for Image Editing and World Simulation
by: Wu, Jay Zhangjie, et al.
Published: (2025)

Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling
by: Bai, Xuehai, et al.
Published: (2026)

DRAGON: A Large-Scale Dataset of Realistic Images Generated by Diffusion Models
by: Bertazzini, Giulia, et al.
Published: (2025)

GalaxyEdit: Large-Scale Image Editing Dataset with Enhanced Diffusion Adapter
by: Bala, Aniruddha, et al.
Published: (2024)

GenFlow: Interactive Modular System for Image Generation
by: Nguyen, Duc-Hung, et al.
Published: (2025)

ReasonEdit: Towards Interpretable Image Editing Evaluation via Reinforcement Learning
by: Chen, Honghua, et al.
Published: (2026)

ThinkRL-Edit: Thinking in Reinforcement Learning for Reasoning-Centric Image Editing
by: Li, Hengjia, et al.
Published: (2026)

EDGER: EDge-Guided with HEatmap Refinement for Generalizable Image Forgery Localization
by: Le-Phan, Minh-Khoa, et al.
Published: (2026)

Edit360: 2D Image Edits to 3D Assets from Any Angle
by: Huang, Junchao, et al.
Published: (2025)

Quality Text, Robust Vision: The Role of Language in Enhancing Visual Robustness of Vision-Language Models
by: Waseda, Futa, et al.
Published: (2025)

GFT-GCN: Privacy-Preserving 3D Face Mesh Recognition with Spectral Diffusion
by: Felouat, Hichem, et al.
Published: (2025)

Automated Image Recognition Framework
by: Nguyen, Quang-Binh, et al.
Published: (2025)