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 151–175 of 427 papers

TitleStatusHype
Semantic Image Synthesis via Adversarial LearningCode1
Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization—0
Towards Reliable Identification of Diffusion-based Image Manipulations—0
Weakly-supervised Localization of Manipulated Image Regions Using Multi-resolution Learned Features—0
RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs—0
My Face Is Mine, Not Yours: Facial Protection Against Diffusion Model Face Swapping—0
Anti-Inpainting: A Proactive Defense against Malicious Diffusion-based Inpainters under Unknown Conditions—0
3D-Fixup: Advancing Photo Editing with 3D Priors—0
IntrinsicEdit: Precise generative image manipulation in intrinsic space—0
MDE-Edit: Masked Dual-Editing for Multi-Object Image Editing via Diffusion Models—0
Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics—0
AnimeDL-2M: Million-Scale AI-Generated Anime Image Detection and Localization in Diffusion Era—0
Towards Explainable Partial-AIGC Image Quality Assessment—0
Pro-DG: Procedural Diffusion Guidance for Architectural Facade Generation—0
Patronus: Bringing Transparency to Diffusion Models with PrototypesCode0
Context-Aware Weakly Supervised Image Manipulation Localization with SAM Refinement—0
LEGION: Learning to Ground and Explain for Synthetic Image Detection—0
EmoAgent: A Multi-Agent Framework for Diverse Affective Image Manipulation—0
Advancing 3D Gaussian Splatting Editing with Complementary and Consensus Information—0
Deepfake Detection of Face Images based on a Convolutional Neural Network—0
PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models—0
IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning—0
LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention MapsCode0
Joint Learning of Depth and Appearance for Portrait Image Animation—0
Data-Driven Fairness Generalization for Deepfake Detection—0
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Benchmark Results

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