VITA-MLLM / Sparrow
Sparrow: Data-Efficient Video-LLM with Text-to-Image Augmentation
☆28Updated 3 weeks ago
Alternatives and similar repositories for Sparrow:
Users that are interested in Sparrow are comparing it to the libraries listed below
- MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models☆32Updated last week
- This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehens…☆68Updated last month
- The Next Step Forward in Multimodal LLM Alignment☆145Updated last month
- Repo for paper "T2Vid: Translating Long Text into Multi-Image is the Catalyst for Video-LLMs"☆49Updated last month
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆95Updated 3 weeks ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆114Updated 5 months ago
- ☆36Updated 9 months ago
- Official implementation of paper AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding☆46Updated last week
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆47Updated last month
- ☆73Updated 3 months ago
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆110Updated 2 weeks ago
- ☆42Updated 3 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆58Updated 4 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆53Updated 9 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 6 months ago
- ☆112Updated 2 months ago
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆31Updated last month
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆45Updated 6 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆33Updated last month
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆89Updated last month
- official impelmentation of Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input☆64Updated 7 months ago
- Official implement of MIA-DPO☆55Updated 3 months ago
- Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models☆103Updated last month
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆82Updated last year
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆109Updated last month
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆54Updated last month
- 【NeurIPS 2024】Dense Connector for MLLMs☆159Updated 6 months ago
- ☆100Updated 2 weeks ago
- [ICLR 2025] TRACE: Temporal Grounding Video LLM via Casual Event Modeling☆87Updated 3 months ago
- A lightweight flexible Video-MLLM developed by TencentQQ Multimedia Research Team.☆68Updated 6 months ago