Alternatives and similar repositories for MLLMU-Bench

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

• gyhdog99 / ECSO
  ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)
  ☆25Updated 7 months ago
• UCSC-VLAA / vllm-safety-benchmark
  [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"
  ☆81Updated 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
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆58Updated last year
• Purshow / Awesome-LVLM-Hallucination
  ☆47Updated 7 months ago
• ys-zong / VLGuard
  [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.
  ☆72Updated 5 months ago
• SaFoLab-WISC / AdaShield
  [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…
  ☆59Updated 11 months ago
• shengliu66 / VTI
  Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering
  ☆60Updated 7 months ago
• AoiDragon / HADES
  [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …
  ☆29Updated 8 months ago
• OPTML-Group / AdvUnlearn
  Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…
  ☆41Updated 7 months ago
• BillChan226 / HALC
  [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"
  ☆88Updated 6 months ago
• DripNowhy / ETA
  [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"
  ☆23Updated this week
• LzVv123456 / VISTA
  ☆40Updated last month
• xirui-li / MOSSBench
  An implementation for MLLM oversensitivity evaluation
  ☆13Updated 7 months ago
• SaFoLab-WISC / FIUBench
  A Task of Fictitious Unlearning for VLMs
  ☆19Updated 2 months ago
• Sreyan88 / VDGD
  Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
  ☆16Updated last month
• Lackel / AGLA
  [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
  ☆35Updated 11 months ago
• YitingQu / unsafe-diffusion
  ☆35Updated 11 months ago
• zycheiheihei / Transferable-Visual-Prompting
  [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…
  ☆44Updated 6 months ago
• sail-sg / Meta-Unlearning
  ☆27Updated 2 months ago
• tmllab / 2024_ICML_DICL
  ☆18Updated last year
• isXinLiu / MM-SafetyBench
  Accepted by ECCV 2024
  ☆139Updated 8 months ago
• abc03570128 / Jailbreaking-Attack-against-Multimodal-Large-Language-Model
  ☆48Updated 10 months ago
• thunxxx / MLLM-Jailbreak-evaluation-MMJ-Bench
  ☆47Updated 2 months ago
• ASTRAL-Group / ASTRA
  [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…
  ☆24Updated last month
• SaFoLab-WISC / Awesome-T2I-safety-Papers
  List of T2I safety papers, updated daily, welcome to discuss using Discussions
  ☆61Updated 10 months ago
• cvlab-columbia / ZSRobust4FoundationModel
  ☆43Updated 2 years ago
• zackschen / CoIN
  Instruction Tuning in Continual Learning paradigm
  ☆50Updated 4 months ago
• pipilurj / MLLM-protector
  The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"
  ☆37Updated last year
• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆86Updated 6 months ago