Alternatives and similar repositories for saev

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

• nickjiang2378 / vl-interp
  Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)
  ☆75Updated 3 weeks ago
• clemneo / llava-interp
  ☆57Updated 7 months ago
• amitakamath / whatsup_vlms
  Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".
  ☆54Updated last year
• EvolvingLMMs-Lab / multimodal-sae
  Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.
  ☆137Updated 5 months ago
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆68Updated last year
• visual-haystacks / mirage
  🔥 [ICLR 2025] Official PyTorch Model "Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark"
  ☆15Updated 4 months ago
• yuhui-zh15 / AutoConverter
  Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…
  ☆30Updated last month
• alhojel / visual_task_vectors
  ☆37Updated 11 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆76Updated last year
• Qinyu-Allen-Zhao / LVLM-LP
  The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?
  ☆31Updated 7 months ago
• AtsuMiyai / UPD
  [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models
  ☆77Updated 3 weeks ago
• mu-cai / matryoshka-mm
  Matryoshka Multimodal Models
  ☆110Updated 5 months ago
• g-luo / vlm_cross_modal_reps
  Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025
  ☆27Updated last month
• LzVv123456 / VISTA
  ☆40Updated last month
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆86Updated last year
• orrzohar / Video-STaR
  [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision
  ☆64Updated 11 months ago
• zeyofu / BLINK_Benchmark
  This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…
  ☆127Updated 11 months ago
• yossigandelsman / second_order_lens
  Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"
  ☆39Updated 7 months ago
• yuhui-zh15 / C3
  Official implementation of "Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data" (ICLR 2024)
  ☆32Updated 8 months ago
• princetonvisualai / conceptmix
  ☆17Updated 5 months ago
• locuslab / diffusion-model-hallucination
  ☆42Updated 9 months ago
• RAIVNLab / sugar-crepe
  [NeurIPS 2023] A faithful benchmark for vision-language compositionality
  ☆80Updated last year
• sled-group / moh
  [NeurIPS 2024] Official Repository of Multi-Object Hallucination in Vision-Language Models
  ☆29Updated 7 months ago
• tsunghan-wu / reverse_vlm
  🔥 Official implementation of "Generate, but Verify: Reducing Visual Hallucination in Vision-Language Models with Retrospective Resamplin…
  ☆35Updated last week
• AI4LIFE-GROUP / SpLiCE
  Sparse Linear Concept Embeddings
  ☆105Updated 2 months ago
• visual-haystacks / vhs_benchmark
  🔥 [ICLR 2025] Official Benchmark Toolkits for "Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark"
  ☆28Updated 4 months ago
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆70Updated 4 months ago
• multimodal-interpretability / maia
  Official implementation of MAIA, A Multimodal Automated Interpretability Agent
  ☆82Updated this week
• Understanding-Visual-Datasets / VisDiff
  Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)
  ☆120Updated last year
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆46Updated 7 months ago