CRIPAC-DIG / LogicCheckGPTLinks
[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.
☆21Updated 4 months ago
Alternatives and similar repositories for LogicCheckGPT
Users that are interested in LogicCheckGPT are comparing it to the libraries listed below
Sorting:
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆74Updated 6 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆74Updated 11 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆45Updated last month
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 10 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆68Updated 3 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆120Updated last week
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆63Updated 10 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 3 months ago
- [NeurIPS 2023]DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models☆44Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆50Updated 7 months ago
- ☆74Updated 11 months ago
- ☆25Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆67Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆82Updated 5 months ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆19Updated 6 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆41Updated 2 months ago
- Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models?☆23Updated 2 months ago
- ☆37Updated 10 months ago
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆22Updated 8 months ago
- (ICLR2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆34Updated 2 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆88Updated last year
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆30Updated 7 months ago
- ☆77Updated 4 months ago
- ☆24Updated last year
- ☆24Updated 3 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆64Updated 2 weeks ago
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆15Updated 3 weeks ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆84Updated last year
- ☆14Updated 7 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆146Updated last year