Lookuz / VidHal
Codebase for VidHal: Benchmarking Hallucinations in Vision LLMs
☆10Updated 3 weeks ago
Alternatives and similar repositories for VidHal:
Users that are interested in VidHal are comparing it to the libraries listed below
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆70Updated 9 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆82Updated last year
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆46Updated 3 weeks ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆47Updated 3 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆27Updated 9 months ago
- ☆18Updated 8 months ago
- NegCLIP.☆32Updated 2 years ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆77Updated last month
- AutoHallusion Codebase (EMNLP 2024)☆18Updated 3 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 10 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆91Updated 8 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆81Updated 11 months ago
- Official implement of MIA-DPO☆54Updated 2 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆70Updated 4 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆65Updated last month
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆44Updated 8 months ago
- M-HalDetect Dataset Release☆23Updated last year
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆48Updated last month
- Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models (ACL-Findings 2024)☆16Updated 11 months ago
- 【NeurIPS 2024】The official code of paper "Automated Multi-level Preference for MLLMs"☆19Updated 6 months ago
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆77Updated last year
- VHTest☆12Updated 5 months ago
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆44Updated last year
- FreeVA: Offline MLLM as Training-Free Video Assistant☆57Updated 9 months ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆20Updated 3 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆84Updated 3 weeks ago
- ☆25Updated 10 months ago
- [NeurIPS 2024] Official Repository of Multi-Object Hallucination in Vision-Language Models☆28Updated 4 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆74Updated 2 months ago
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆20Updated 10 months ago