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

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Showing 21–30 of 427 papers

TitleStatusHype
Visual Text Processing: A Comprehensive Review and Unified EvaluationCode2
Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization through Spare-Coding TransformerCode2
Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation LocalizationCode2
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and ManipulationCode2
PUMA: Empowering Unified MLLM with Multi-granular Visual GenerationCode2
TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance ControlCode2
ClickDiffusion: Harnessing LLMs for Interactive Precise Image EditingCode2
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image ManipulationCode2
Inversion-Free Image Editing with Natural LanguageCode2
IML-ViT: Benchmarking Image Manipulation Localization by Vision TransformerCode2
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Benchmark Results

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