Alternatives and similar repositories for IDEA-Bench

Users that are interested in IDEA-Bench are comparing it to the libraries listed below

• WUyinwei-hah / IFAdapter
  [ICCV2025] Official implementation of "IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation".
  ☆60Updated 3 months ago
• QY-H00 / Conceptrol
  Conceptrol: Concept Control of Zero-shot Personalized Image Generation
  ☆43Updated 6 months ago
• ML-GSAI / Concat-ID
  Concat-ID: Towards Universal Identity-Preserving Video Synthesis
  ☆62Updated 5 months ago
• ali-vilab / ChatDiT
  ☆51Updated 10 months ago
• Eureka-Maggie / MIGE
  Implementation code of the paper MIGE: A Unified Framework for Multimodal Instruction-Based Image Generation and Editing
  ☆69Updated 3 months ago
• hqhQAQ / PatchDPO
  [CVPR 2025] PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation
  ☆41Updated 3 months ago
• CUC-MIPG / Edit-Transfer
  Official code of "Edit Transfer: Learning Image Editing via Vision In-Context Relations"
  ☆84Updated 4 months ago
• ant-research / edicho
  [ICCV 2025] Edicho: Consistent Image Editing in the Wild
  ☆118Updated 9 months ago
• open-mmlab / AnyControl
  [ECCV 2024] AnyControl, a multi-control image synthesis model that supports any combination of user provided control signals. 一个支持用户自由输入控…
  ☆129Updated last year
• PRIS-CV / I-Max
  Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers
  ☆60Updated last year
• TencentARC / BlobCtrl
  [SIGGRAPH ASIA'25] BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing
  ☆21Updated 7 months ago
• aim-uofa / FreeCompose
  ☆47Updated last year
• Yuanshi9815 / Subjects200K
  Subjects200K dataset
  ☆119Updated 9 months ago
• o0o0o00o0 / AlphaVAE
  ☆48Updated last month
• Xiaojiu-z / SSR_Encoder
  Pytorch Implementation of "SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation"(CVPR 2024)
  ☆124Updated last year
• dangeng / motion_guidance
  Code for ICLR 2024 paper "Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators"
  ☆105Updated last year
• haofengl / DragNoise
  [CVPR2024] Official code for Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation
  ☆86Updated last year
• Yaofang-Liu / FVDM
  Code for Paper 'Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach'
  ☆33Updated last year
• OPPO-Mente-Lab / PEA-Diffusion
  PEA-Diffusion: Parameter-Efficient Adapter with Knowledge Distillation in non-English Text-to-Image Generation
  ☆35Updated 11 months ago
• wutong16 / FiVA
  [ NeurIPS 2024 D&B Track ] Implementation for "FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models"
  ☆72Updated 9 months ago
• eclipse-t2i / lambda-eclipse-inference
  [TMLR] Official PyTorch implementation of "λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent…
  ☆52Updated 10 months ago
• sooyeon-go / eye_for_an_eye
  Eye-for-an-eye: Appearance Transfer with Semantic Correspondence in Diffusion Models
  ☆31Updated last year
• YangLing0818 / RealCompo
  [NeurIPS 2024] RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
  ☆116Updated 11 months ago
• wtybest / FreeFlux
  [ICCV 2025] FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing
  ☆63Updated last month
• louisYen / Gen4Gen
  🏞️ Official implementation of "Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition"
  ☆108Updated last year
• hithqd / DynamicControl
  ☆41Updated 9 months ago
• TempleX98 / EasyRef
  [ICML 2025] EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM
  ☆68Updated 3 months ago
• raven38 / rf_inversion
  ☆50Updated 10 months ago
• rongyaofang / prism-bench
  This is the official repository for the paper "FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehe…
  ☆102Updated last month
• yuriYanZeXuan / EEdit
  (ICCV2025) EEdit⚡: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing
  ☆57Updated last month