patrick-tssn / VideoHallucer
VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)
☆26Updated 7 months ago
Alternatives and similar repositories for VideoHallucer:
Users that are interested in VideoHallucer are comparing it to the libraries listed below
- ☆26Updated 6 months ago
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆101Updated 2 weeks ago
- VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆51Updated last month
- ☆87Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆78Updated 10 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆37Updated 4 months ago
- ACL'24 (Oral) Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback☆61Updated 5 months ago
- Official implement of MIA-DPO☆49Updated 3 weeks ago
- ☆59Updated last year
- ☆58Updated last month
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆85Updated 6 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆44Updated 3 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆45Updated 7 months ago
- Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".☆58Updated last year
- This is the official repo for ByteVideoLLM/Dynamic-VLM☆19Updated 2 months ago
- FreeVA: Offline MLLM as Training-Free Video Assistant☆55Updated 8 months ago
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆23Updated last month
- ☆65Updated 2 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆29Updated 2 months ago
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models☆27Updated 3 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆76Updated 10 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆43Updated 2 weeks ago
- Code Release of F-LMM: Grounding Frozen Large Multimodal Models☆62Updated 6 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆43Updated 7 months ago
- ☆28Updated 3 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆68Updated 8 months ago
- Official PyTorch code of "Grounded Question-Answering in Long Egocentric Videos", accepted by CVPR 2024.☆56Updated 5 months ago
- [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…☆35Updated 8 months ago
- ☆29Updated 7 months ago