Alternatives and similar repositories for MME-RealWorld

Users that are interested in MME-RealWorld are comparing it to the libraries listed below

• Kwai-YuanQi / MM-RLHF
  The Next Step Forward in Multimodal LLM Alignment
  ☆178Updated 4 months ago
• alibaba / conv-llava
  ☆119Updated last year
• BAAI-DCAI / DataOptim
  A collection of visual instruction tuning datasets.
  ☆76Updated last year
• ligeng0197 / Awesome-Thinking-With-Images
  Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…
  ☆87Updated 3 weeks ago
• HJYao00 / DenseConnector
  【NeurIPS 2024】Dense Connector for MLLMs
  ☆175Updated 11 months ago
• RupertLuo / VoCoT
  VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
  ☆72Updated last year
• yu-rp / VisualPerceptionToken
  ☆114Updated 5 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆88Updated 8 months ago
• MME-Benchmarks / MME-CoT
  MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency
  ☆128Updated last month
• UCSC-VLAA / VLAA-Thinking
  SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
  ☆132Updated 4 months ago
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆84Updated 2 weeks ago
• dongyh20 / Insight-V
  [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
  ☆220Updated 2 months ago
• mrwu-mac / ControlMLLM
  [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'
  ☆192Updated last month
• OpenGVLab / MMT-Bench
  [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
  ☆113Updated last year
• MMStar-Benchmark / MMStar
  [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"
  ☆194Updated 11 months ago
• minglllli / CLS-RL
  Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning
  ☆62Updated 3 months ago
• Cooperx521 / PyramidDrop
  (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
  ☆121Updated 6 months ago
• Yxxxb / VoCo-LLaMA
  [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".
  ☆189Updated 2 months ago
• chancharikmitra / CCoT
  [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"
  ☆135Updated last year
• eric-ai-lab / GRIT
  Official code for paper "GRIT: Teaching MLLMs to Think with Images"
  ☆126Updated last month
• ywh187 / FitPrune
  ☆55Updated 4 months ago
• shufangxun / LLaVA-MoD
  [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
  ☆194Updated 5 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆91Updated last year
• NUS-TRAIL / NoisyRollout
  NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆87Updated last month
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆115Updated 9 months ago
• ZhangAIPI / YOPO_MLLM_Pruning
  Pruning the VLLMs
  ☆104Updated 9 months ago
• bronyayang / Law_of_Vision_Representation_in_MLLMs
  Official implementation of the Law of Vision Representation in MLLMs
  ☆165Updated 9 months ago
• TempleX98 / MoVA
  [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context
  ☆166Updated 11 months ago
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆93Updated 11 months ago
• ding523 / Curr_REFT
  ☆72Updated 3 months ago