Alternatives and similar repositories for VL_RewardBench

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

• NUS-TRAIL / NoisyRollout
  [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆102Updated 3 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆84Updated 2 months ago
• kokolerk / TON
  [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
  ☆52Updated 3 months ago
• GaryStack / MMR-V
  Official repository of the video reasoning benchmark MMR-V. Can Your MLLMs "Think with Video"?
  ☆36Updated 6 months ago
• shiqichen17 / VLM_Merging
  Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)
  ☆86Updated 3 months ago
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆85Updated 11 months ago
• TIGER-AI-Lab / VL-Rethinker
  The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]
  ☆174Updated 7 months ago
• MikeWangWZHL / dymu
  ☆23Updated 7 months ago
• haonan3 / V1
  V1: Toward Multimodal Reasoning by Designing Auxiliary Task
  ☆36Updated 8 months ago
• pipilurj / bootstrapped-preference-optimization-BPO
  code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"
  ☆59Updated last year
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆58Updated last year
• ShadeCloak / ADORA
  ☆46Updated 9 months ago
• HongbangYuan / OmniReward
  ☆39Updated 3 weeks ago
• ModalMinds / MM-PRM
  MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision
  ☆26Updated 7 months ago
• OpenGVLab / V2PE
  [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
  ☆57Updated last year
• chenllliang / G1
  G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning
  ☆94Updated 7 months ago
• kiaia / GIRAFFE
  Extending context length of visual language models
  ☆12Updated last year
• OpenGVLab / MMIU
  [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
  ☆92Updated last year
• CASIA-IVA-Lab / VideoNIAH
  VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs
  ☆53Updated 10 months ago
• ThinkMorph / ThinkMorph
  The official repository for the paper "ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning"
  ☆136Updated 2 weeks ago
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆69Updated last year
• shiqichen17 / AdaptVis
  Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)
  ☆67Updated 8 months ago
• UW-Madison-Lee-Lab / CoBSAT
  Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"
  ☆42Updated 7 months ago
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆88Updated 11 months ago
• bigai-nlco / LatentSeek
  Official Repository of LatentSeek
  ☆73Updated 7 months ago
• GAIR-NLP / thinking-with-generated-images
  Doodling our way to AGI ✏️ 🖼️ 🧠
  ☆120Updated 7 months ago
• VisuLogic-Benchmark / VisuLogic-Train
  ☆21Updated 6 months ago
• si0wang / VisVM
  ☆46Updated last year
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆110Updated last month
• GuangyanS / Sys2-LLaVA
  ☆28Updated 11 months ago