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 11–20 of 427 papers

TitleStatusHype
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and LocalizationCode3
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & LocalizationCode3
ReNoise: Real Image Inversion Through Iterative NoisingCode3
Inversion-Free Image Editing with Language-Guided Diffusion ModelsCode3
Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel MethodsCode3
Paint by Example: Exemplar-based Image Editing with Diffusion ModelsCode3
MaskGIT: Masked Generative Image TransformerCode3
Pivotal Tuning for Latent-based Editing of Real ImagesCode3
Differentiable Data Augmentation with KorniaCode3
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and LocalizationCode2
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Benchmark Results

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