Alternatives and similar repositories for VLM2-Bench

Users that are interested in VLM2-Bench are comparing it to the libraries listed below

• shiqichen17 / VLM_Merging
  Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)
  ☆81Updated last month
• pipilurj / bootstrapped-preference-optimization-BPO
  code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"
  ☆59Updated last year
• NUS-TRAIL / NoisyRollout
  [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆97Updated 2 months ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆83Updated 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
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆80Updated 3 weeks ago
• 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"
  ☆199Updated last year
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆86Updated 9 months ago
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆70Updated last year
• LALBJ / PAI
  [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
  ☆151Updated last year
• MME-Benchmarks / MME-CoT
  MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency
  ☆133Updated 3 months ago
• HKUST-LongGroup / Awesome-MLLM-Benchmarks
  ☆149Updated 9 months ago
• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆118Updated 2 months ago
• yhy-2000 / VideoDeepResearch
  ☆119Updated last month
• shikiw / Modality-Integration-Rate
  [ICCV 2025] The official code of the paper "Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration R…
  ☆106Updated 4 months ago
• nickjiang2378 / vlm-hallucinations
  [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"
  ☆92Updated 5 months ago
• haonan3 / V1
  V1: Toward Multimodal Reasoning by Designing Auxiliary Task
  ☆36Updated 7 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆98Updated last year
• LzVv123456 / VISTA
  ☆57Updated 3 months ago
• ZichenWen1 / DIJA
  Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"
  ☆71Updated last month
• MLRM-Halu / MLRM-Halu
  [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
  ☆66Updated 5 months ago
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆187Updated last year
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆67Updated 9 months ago
• IntelLabs / lvlm-interpret
  ☆107Updated 7 months ago
• LightChen233 / M3CoT
  ☆84Updated last year
• yuhui-zh15 / AutoConverter
  Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…
  ☆39Updated 5 months ago
• OpenGVLab / MMIU
  [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
  ☆89Updated last year
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆96Updated 3 months ago
• MikeWangWZHL / PAPO
  Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"
  ☆96Updated 2 months ago
• clemneo / llava-interp
  ☆70Updated last year