joez17 / VideoNIAH
VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs
☆46Updated 3 weeks ago
Alternatives and similar repositories for VideoNIAH:
Users that are interested in VideoNIAH are comparing it to the libraries listed below
- ☆29Updated 8 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆91Updated 8 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆31Updated 3 months ago
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models☆29Updated 4 months ago
- Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".☆59Updated last year
- ☆143Updated 5 months ago
- 【NeurIPS 2024】The official code of paper "Automated Multi-level Preference for MLLMs"☆19Updated 6 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆27Updated 9 months ago
- [NeurIPS2024] Official code for (IMA) Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs☆18Updated 5 months ago
- Official implement of MIA-DPO☆54Updated 2 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆82Updated last year
- ☆18Updated 8 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆48Updated 4 months ago
- ☆69Updated 4 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆70Updated 9 months ago
- ☆24Updated 4 months ago
- ☆31Updated 8 months ago
- ACL'24 (Oral) Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback☆63Updated 6 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆44Updated 8 months ago
- MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆35Updated 3 months ago
- [CVPR'25] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆63Updated last week
- ☆37Updated 3 months ago
- Official repository of MMDU dataset☆86Updated 6 months ago
- ☆91Updated last year
- FreeVA: Offline MLLM as Training-Free Video Assistant☆57Updated 9 months ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆54Updated 7 months ago
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆108Updated last month
- ☆70Updated 2 months ago
- [ECCV 2024] Learning Video Context as Interleaved Multimodal Sequences☆36Updated 3 weeks ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆49Updated 8 months ago