[EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
☆107Aug 21, 2025Updated 6 months ago
Alternatives and similar repositories for POPE
Users that are interested in POPE are comparing it to the libraries listed below
Sorting:
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆248Aug 21, 2025Updated 6 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆155Jan 15, 2024Updated 2 years ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆396Aug 24, 2024Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆109Dec 4, 2024Updated last year
- ☆93Mar 29, 2019Updated 6 years ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆155Apr 30, 2024Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆31Apr 10, 2024Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆296Mar 13, 2024Updated last year
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆378Oct 7, 2024Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆307Sep 11, 2024Updated last year
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆24Jul 21, 2024Updated last year
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆983Sep 27, 2025Updated 5 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆426Dec 22, 2024Updated last year
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆54Mar 9, 2025Updated 11 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆288May 22, 2025Updated 9 months ago
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆14Dec 16, 2024Updated last year
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆326Oct 14, 2025Updated 4 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆281Jun 25, 2024Updated last year
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆360Jan 14, 2025Updated last year
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆22Jan 1, 2025Updated last year
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆34Aug 12, 2024Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Mar 23, 2024Updated last year
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆61Jul 26, 2024Updated last year
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆322Jan 20, 2025Updated last year
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆42Dec 16, 2025Updated 2 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆52Jul 11, 2025Updated 7 months ago
- ☆32Jul 29, 2024Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆100Jan 30, 2024Updated 2 years ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆91Apr 30, 2024Updated last year
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆66Aug 30, 2025Updated 6 months ago
- M-HalDetect Dataset Release☆27Nov 4, 2023Updated 2 years ago
- [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…☆80Jun 17, 2024Updated last year
- ☆57Nov 26, 2024Updated last year
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆72Oct 16, 2024Updated last year
- Aligning LMMs with Factually Augmented RLHF☆392Nov 1, 2023Updated 2 years ago
- Official PyTorch Implementation for the "What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-mod…☆20Sep 26, 2024Updated last year
- An automatic MLLM hallucination detection framework☆19Sep 26, 2023Updated 2 years ago
- The code for "VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by VIdeo SpatioTemporal Augmentation" [CVPR2025]☆21Feb 27, 2025Updated last year
- Official repository for the A-OKVQA dataset☆110May 8, 2024Updated last year