Beyond Plausibility: Verifiable Fine-Grained Image Editing on Structured Assets
cs.CV
Submitted: 2026-10-03
Updated: 2026-10-03
Comments: Image editing benchmark
Code: https://github.com/flare200020/VeriEdit-Bench
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods
- FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space
- Emerging Properties in Unified Multimodal Pretraining
- Vector-Bench: Can Models Surgically Edit SVG Code?
- UniREditBench: A Unified Reasoning-based Image Editing Benchmark
- ChartLlama: A Multimodal LLM for Chart Understanding and Generation
- Kimi K3: Open Frontier Intelligence
- VLM Judges Can Rank but Cannot Score: Task-Dependent Uncertainty in Multimodal Evaluation
- PlanViz: Evaluating Planning-Oriented Image Generation and Editing for Computer-Use Tasks
- Charts Are Not Images: On the Challenges of Scientific Chart Editing
- Human-Aligned MLLM Judges for Fine-Grained Image Editing Evaluation: A Benchmark, Framework, and Analysis
- Step1X-Edit: A Practical Framework for General Image Editing
- SVGEditBench V2: A Benchmark for Instruction-based SVG Editing
- GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
- FireRed-Image-Edit-1.0 Technical Report
- VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing
- IntroSVG: Learning from Rendering Feedback for Text-to-SVG Generation via an Introspective Generator-Critic Framework
- DisciplineGen-1M: A Large-Scale Dataset for Multidisciplinary Visual Generation and Editing
- Qwen-Image Technical Report
- OmniGen2: Towards Instruction-Aligned Multimodal Generation
Related papers
- Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
- AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
- Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift
- MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
- TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
- A Survey on Efficient Vision-Language-Action Models