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 2 months ago
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 …☆47Updated last month
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆72Updated 5 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆24Updated 3 weeks ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆67Updated 2 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 2 months ago
- [NeurIPS 2023]DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models☆41Updated last year
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆28Updated 5 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 10 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 9 months ago
- ☆41Updated last week
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆53Updated 9 months ago
- ☆71Updated 10 months ago
- ☆25Updated 11 months ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆19Updated 5 months ago
- ☆22Updated 10 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆49Updated 4 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆71Updated 10 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆58Updated 4 months ago
- ☆73Updated 3 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆46Updated 5 months ago
- ☆48Updated 4 months ago
- Official implement of MIA-DPO☆55Updated 3 months ago
- An Easy-to-use Hallucination Detection Framework for LLMs.☆58Updated last year
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆84Updated this week
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆35Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆82Updated last year
- The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark"☆50Updated last week
- AutoHallusion Codebase (EMNLP 2024)☆19Updated 4 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆33Updated last month
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆54Updated 7 months ago