Alternatives and similar repositories for USP

Users that are interested in USP are comparing it to the libraries listed below

• wusize / Harmon
  [ICCV2025]Code Release of Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
  ☆155Updated 3 months ago
• PhoenixZ810 / RISEBench
  Official Repository of paper: Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
  ☆84Updated last week
• wusize / OpenUni
  ☆149Updated 2 months ago
• PKU-YuanGroup / WISE
  WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation
  ☆144Updated 2 weeks ago
• gogoduan / GoT-R1
  GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning
  ☆94Updated 3 months ago
• ziqipang / RandAR
  [CVPR 2025 (Oral)] Open implementation of "RandAR"
  ☆189Updated last month
• aHapBean / VideoREPA
  VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models
  ☆56Updated 2 months ago
• YuqingWang1029 / PAR
  [CVPR2025 Highlight] PAR: Parallelized Autoregressive Visual Generation. https://yuqingwang1029.github.io/PAR-project
  ☆172Updated 5 months ago
• daixiangzi / VAR-CLIP
  Implements VAR+CLIP for text-to-image (T2I) generation
  ☆146Updated 7 months ago
• AMAP-ML / VMBench
  [ICCV 25] VMBench: A Benchmark for Perception-Aligned Video Motion Generation
  ☆58Updated 3 weeks ago
• Fr0zenCrane / UniCoT
  Uni-CoT: Towards Unified Chain-of-Thought Reasoning Across Text and Vision
  ☆96Updated 2 weeks ago
• TencentARC / MindOmni
  ☆122Updated 2 months ago
• rongyaofang / PUMA
  Empowering Unified MLLM with Multi-granular Visual Generation
  ☆130Updated 7 months ago
• lxa9867 / ControlVAR
  This is the official implementation for ControlVAR.
  ☆118Updated 8 months ago
• Franklin-Zhang0 / ReasonGen-R1
  Official respository for ReasonGen-R1
  ☆64Updated 2 months ago
• ByteVisionLab / TokenFlow
  [CVPR 2025] 🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".
  ☆373Updated 3 weeks ago
• rongyaofang / GoT
  Official repository of "GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing"
  ☆278Updated 4 months ago
• wdrink / SimpleAR
  Pytorch implementation for the paper titled "SimpleAR: Pushing the Frontier of Autoregressive Visual Generation"
  ☆397Updated 2 months ago
• hywang66 / LARP
  Official Pytorch implementation for LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior (ICLR 2025 Oral).
  ☆88Updated 6 months ago
• showlab / FAR
  Code for: "Long-Context Autoregressive Video Modeling with Next-Frame Prediction"
  ☆241Updated 4 months ago
• hu-zijing / B2-DiffuRL
  [CVPR 25] A framework named B^2-DiffuRL for RL-based diffusion model fine-tuning.
  ☆35Updated 4 months ago
• csuhan / Tar
  Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
  ☆151Updated 2 weeks ago
• czg1225 / CoDe
  [CVPR 2025] CoDe: Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient
  ☆106Updated 4 months ago
• TencentARC / TokLIP
  TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation
  ☆174Updated last week
• shxie2020 / Awesome-UGVFM
  A collection of vision foundation models unifying understanding and generation.
  ☆57Updated 7 months ago
• SxJyJay / UniToken
  [CVPRW 2025] UniToken is an auto-regressive generation model that combines discrete and continuous representations to process visual inpu…
  ☆88Updated 4 months ago
• KwaiVGI / DiffMoE
  PyTorch implementation of DiffMoE, TC-DiT, EC-DiT and Dense DiT
  ☆123Updated 4 months ago
• MiracleDance / CAR
  CAR: Controllable AutoRegressive Modeling for Visual Generation
  ☆122Updated 9 months ago
• illume-unified-mllm / ILLUME_plus
  ☆118Updated last week
• SilentView / LVD-2M
  [NeurIPS 2024 D&B Track] Official Repo for "LVD-2M: A Long-take Video Dataset with Temporally Dense Captions"
  ☆67Updated 10 months ago