wenhuang2000 / VHTestLinks
VHTest
☆14Updated 10 months ago
Alternatives and similar repositories for VHTest
Users that are interested in VHTest are comparing it to the libraries listed below
Sorting:
- More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆56Updated 3 months ago
- AutoHallusion Codebase (EMNLP 2024)☆21Updated 9 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆48Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆93Updated last month
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 7 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆109Updated 2 weeks ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆61Updated 3 weeks ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 10 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆150Updated last year
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆65Updated this week
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆130Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆81Updated 10 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆46Updated last year
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆85Updated 3 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆92Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆77Updated 10 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 3 months ago
- ☆55Updated last month
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆98Updated 9 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆50Updated 2 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆176Updated last month
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆38Updated 10 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆70Updated 2 months ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆21Updated 8 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆48Updated 2 months ago
- Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning☆37Updated 2 months ago
- ☆101Updated 6 months ago