Alternatives and similar repositories for IllusionVQA

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

• zeyofu / BLINK_Benchmark
  This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…
  ☆149Updated 2 months ago
• VisualWebBench / VisualWebBench
  Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"
  ☆61Updated last year
• shulin16 / MMInA
  [ACL2025 Findings] Benchmarking Multihop Multimodal Internet Agents
  ☆47Updated 9 months ago
• WildVision-AI / LMM-Engines
  ☆17Updated last year
• chenllliang / DnD-Transformer
  [ICLR 2025] Source code for paper "A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegr…
  ☆79Updated 11 months ago
• McGill-NLP / AURORA
  Code and data for the paper: Learning Action and Reasoning-Centric Image Editing from Videos and Simulation
  ☆31Updated 4 months ago
• UW-Madison-Lee-Lab / CoBSAT
  Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"
  ☆41Updated 5 months ago
• keio-smilab24 / Polos
  [CVPR24 Highlights] Polos: Multimodal Metric Learning from Human Feedback for Image Captioning
  ☆32Updated 6 months ago
• facebookresearch / multimodal_rewardbench
  Multimodal RewardBench
  ☆55Updated 9 months ago
• jonathan-roberts1 / zerobench
  Code, Data and Red Teaming for ZeroBench
  ☆50Updated 6 months ago
• TIGER-AI-Lab / MEGA-Bench
  This repo contains the code for "MEGA-Bench Scaling Multimodal Evaluation to over 500 Real-World Tasks" [ICLR 2025]
  ☆77Updated 4 months ago
• EvolvingLMMs-Lab / multimodal-sae
  [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.
  ☆165Updated 2 months ago
• shiqichen17 / AdaptVis
  Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)
  ☆61Updated 6 months ago
• alhojel / visual_task_vectors
  ☆39Updated last year
• JieyuZ2 / TaskMeAnything
  [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.
  ☆73Updated last year
• google / haloquest
  ☆23Updated last year
• SALT-NLP / PersuationGames
  [ACL2023, Findings] Source codes for the paper "Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduc…
  ☆16Updated 9 months ago
• kaistAI / Volcano
  [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…
  ☆46Updated last year
• tsunghan-wu / reverse_vlm
  🔥 [NeurIPS 2025] Official implementation of "Generate, but Verify: Reducing Visual Hallucination in Vision-Language Models with Retrospe…
  ☆47Updated 2 months ago
• Understanding-Visual-Datasets / VisDiff
  Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)
  ☆128Updated 3 weeks ago
• Wang-ML-Lab / multimodal-needle-in-a-haystack
  [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models
  ☆50Updated 6 months ago
• amitakamath / whatsup_vlms
  Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".
  ☆65Updated last year
• zeyofu / ReFocus_Code
  Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]
  ☆43Updated 4 months ago
• Victorwz / MLM_Filter
  Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".
  ☆68Updated 7 months ago
• WildVision-AI / WildVision-Bench
  ☆16Updated last year
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆48Updated last year
• google / storybench
  ☆51Updated 2 years ago
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆54Updated last year
• lyan62 / vlm-info-loss
  ☆20Updated 2 months ago
• OpenGVLab / MMIU
  [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
  ☆89Updated last year