Alternatives and similar repositories for VL_RewardBench

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

• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆80Updated 2 weeks ago
• kiaia / GIRAFFE
  Extending context length of visual language models
  ☆12Updated 10 months ago
• shiqichen17 / VLM_Merging
  Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)
  ☆80Updated last month
• NUS-TRAIL / NoisyRollout
  [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆95Updated last month
• ShadeCloak / ADORA
  ☆46Updated 7 months ago
• bigai-nlco / LatentSeek
  Official Repository of LatentSeek
  ☆66Updated 5 months ago
• pipilurj / bootstrapped-preference-optimization-BPO
  code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"
  ☆59Updated last year
• TIGER-AI-Lab / VL-Rethinker
  The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]
  ☆164Updated 5 months ago
• ThinkMorph / ThinkMorph
  The official repository for the paper "ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning"
  ☆56Updated this week
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆83Updated 9 months ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆83Updated 11 months ago
• hkust-nlp / mstar
  [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning
  ☆69Updated 3 months ago
• haonan3 / V1
  V1: Toward Multimodal Reasoning by Designing Auxiliary Task
  ☆36Updated 6 months ago
• GaryStack / MMR-V
  Official repository of the video reasoning benchmark MMR-V. Can Your MLLMs "Think with Video"?
  ☆36Updated 4 months ago
• GuangyanS / Sys2-LLaVA
  ☆28Updated 8 months ago
• HongbangYuan / OmniReward
  ☆23Updated 3 months ago
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆54Updated last year
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆85Updated 9 months ago
• chenllliang / G1
  G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning
  ☆87Updated 5 months ago
• kokolerk / TON
  [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
  ☆47Updated last month
• VisuLogic-Benchmark / VisuLogic-Train
  ☆20Updated 4 months ago
• pengshuai-rin / MultiMath
  MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models
  ☆31Updated 9 months ago
• ModalMinds / MM-PRM
  MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision
  ☆25Updated 5 months ago
• facebookresearch / multimodal_rewardbench
  Multimodal RewardBench
  ☆54Updated 8 months ago
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆94Updated 2 months ago
• thaoshibe / awesome-personalized-lmms
  A curated list of Awesome Personalized Large Multimodal Models resources
  ☆46Updated last month
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆70Updated last year
• Mr-Loevan / FAST
  Fast-Slow Thinking for Large Vision-Language Model Reasoning
  ☆19Updated 6 months ago
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆52Updated last year
• si0wang / VisVM
  ☆45Updated 10 months ago