joez17 / VideoNIAHLinks
VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs
☆52Updated 9 months ago
Alternatives and similar repositories for VideoNIAH
Users that are interested in VideoNIAH are comparing it to the libraries listed below
Sorting:
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆112Updated last year
- ☆32Updated last year
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models☆37Updated last year
- ☆155Updated last year
- ☆35Updated last year
- ☆46Updated 11 months ago
- ☆18Updated last year
- Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".☆58Updated 2 years ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆51Updated 5 months ago
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆127Updated 8 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆99Updated 4 months ago
- ☆100Updated 2 years ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆99Updated last year
- Official implement of MIA-DPO☆69Updated 11 months ago
- [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…☆75Updated last year
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆59Updated last year
- FreeVA: Offline MLLM as Training-Free Video Assistant☆67Updated last year
- Official repository of MMDU dataset☆99Updated last year
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆57Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆84Updated 10 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆41Updated last week
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆101Updated 3 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆51Updated last year
- Official code of *Towards Event-oriented Long Video Understanding*☆12Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆75Updated 5 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆84Updated last month
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆59Updated 6 months ago
- ☆106Updated 11 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆47Updated last year
- official impelmentation of Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input☆67Updated last year