SOTAVerified

Image Manipulation

Image Manipulation is the process of altering or transforming an existing image to achieve a desired effect or to modify its content. This can involve various techniques and tools to enhance, modify, or create images based on specific requirements.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 427 papers

TitleStatusHype
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection—0
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language ModelsCode0
Wavelet-Driven Generalizable Framework for Deepfake Face Forgery DetectionCode1
Perturb, Attend, Detect and Localize (PADL): Robust Proactive Image Defense—0
Enhanced Wavelet Scattering Network for image inpainting detectionCode0
AIM 2024 Sparse Neural Rendering Challenge: Methods and Results—0
Click2Mask: Local Editing with Dynamic Mask GenerationCode1
A Noise and Edge extraction-based dual-branch method for Shallowfake and Deepfake Localization—0
Digital Image Forensics: A quantitative & qualitative comparison between State-of-the-art-AI and Traditional Techniques for detection and localization of image manipulationsCode0
Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis—0
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection—0
Localization of Synthetic Manipulations in Western Blot ImagesCode0
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing—0
AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and ResultsCode1
DAAD: Dynamic Analysis and Adaptive Discriminator for Fake News DetectionCode1
TextSleuth: A New Dataset and Baseline for Scene Text Manipulation DetectionCode0
Harmfully Manipulated Images Matter in Multimodal Misinformation DetectionCode1
TGIF: Text-Guided Inpainting Forgery DatasetCode1
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and SynthesisCode1
DLOVE: A new Security Evaluation Tool for Deep Learning Based Watermarking Techniques—0
M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask—0
Recompression Based JPEG Tamper Detection and Localization Using Deep Neural Network Eliminating Compression Factor Dependency—0
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and LocalizationCode3
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps—0
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & LocalizationCode3
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Pix2PixHD-SIALPIPS (S1)0.44—Unverified
2TPSLPIPS (S1)0.12—Unverified