jiazhen-code / PhDLinks
[CVPR25 Highlight] A ChatGPT-Prompted Visual hallucination Evaluation Dataset, featuring over 100,000 data samples and four advanced evaluation modes. The dataset includes extensive contextual descriptions, counterintuitive images, and clear indicators of hallucination items.
☆29Updated 8 months ago
Alternatives and similar repositories for PhD
Users that are interested in PhD are comparing it to the libraries listed below
Sorting:
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆107Updated last year
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆90Updated last year
- ☆27Updated 8 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆365Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆99Updated last year
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆60Updated 3 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆49Updated 9 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆103Updated last week
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆57Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆127Updated 3 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆66Updated 4 months ago
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆73Updated 7 months ago
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆75Updated 6 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆99Updated last year
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucination☆17Updated 11 months ago
- [ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"☆57Updated last year
- ☆154Updated 10 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆158Updated last year
- ☆55Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆180Updated 3 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆241Updated 3 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆240Updated 4 months ago
- Instruction Tuning in Continual Learning paradigm☆68Updated 11 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆156Updated last year
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆45Updated 4 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆69Updated 3 months ago
- [CVPR 2024] Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension☆60Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆58Updated last year
- ☆11Updated last year
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆50Updated last year