CRIPAC-DIG / LogicCheckGPT
[ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinations in LVLMs by itself through logical closed loops.
☆20Updated last month
Alternatives and similar repositories for LogicCheckGPT:
Users that are interested in LogicCheckGPT are comparing it to the libraries listed below
- Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal …☆46Updated last month
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆65Updated last month
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆44Updated 8 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆69Updated 4 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆27Updated 4 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆76Updated last month
- An Easy-to-use Hallucination Detection Framework for LLMs.☆58Updated 11 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆48Updated 8 months ago
- [NeurIPS 2023]DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models☆41Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 9 months ago
- ☆68Updated 2 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆40Updated 3 months ago
- A Self-Training Framework for Vision-Language Reasoning☆70Updated 2 months ago
- ☆64Updated 9 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆44Updated 4 months ago
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆19Updated 6 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆70Updated 9 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆37Updated 4 months ago
- R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization☆63Updated this week
- ☆24Updated 10 months ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆54Updated 7 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆33Updated 4 months ago
- CLIP-MoE: Mixture of Experts for CLIP☆29Updated 5 months ago
- ☆31Updated 8 months ago
- (ICLR2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆26Updated 2 weeks ago
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…☆21Updated last month
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆46Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆92Updated this week
- The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark"☆45Updated last month
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆91Updated last year