VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs
☆57Mar 9, 2025Updated last year
Alternatives and similar repositories for VideoNIAH
Users that are interested in VideoNIAH are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🔥🔥MLVU: Multi-task Long Video Understanding Benchmark☆269Apr 13, 2026Updated 5 months ago
- Official code of *Towards Event-oriented Long Video Understanding*☆12Jul 26, 2024Updated 2 years ago
- ☆43Nov 8, 2024Updated last year
- Official code for the ICLR 2025 paper, "Ada-K Routing: Boosting the Efficiency of MoE-based LLMs"☆12Mar 1, 2025Updated last year
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆139Jul 27, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆132Apr 4, 2025Updated last year
- The code for "VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by VIdeo SpatioTemporal Augmentation" [CVPR2025]☆20Feb 27, 2025Updated last year
- VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning☆38May 9, 2026Updated 5 months ago
- [COLING 2025🔥] Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection☆17Jan 21, 2025Updated last year
- [ICCV 2025] LVBench: An Extreme Long Video Understanding Benchmark☆155Jul 9, 2025Updated last year
- MR. Video: MapReduce is the Principle for Long Video Understanding☆32Jun 18, 2026Updated 3 months ago
- Long Context Transfer from Language to Vision☆413Mar 18, 2025Updated last year
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆130Nov 25, 2024Updated last year
- Official code for CVPR 2024 paper, "SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models"☆16Apr 22, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ECCV 2024🔥] Official implementation of the paper "ST-LLM: Large Language Models Are Effective Temporal Learners"☆156Sep 10, 2024Updated 2 years ago
- ☆122Dec 30, 2024Updated last year
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆55Jul 11, 2025Updated last year
- ☆18Jul 10, 2024Updated 2 years ago
- The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search" [EMNLP25]☆39Feb 1, 2026Updated 8 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Apr 14, 2025Updated last year
- [EMNLP 2025 Main] Official implementation of VRoPE: Rotary Position Embedding for Video Large Language Models.☆28Nov 18, 2025Updated 10 months ago
- ChatBridge, an approach to learning a unified multimodal model to interpret, correlate, and reason about various modalities without rely…☆55Sep 4, 2023Updated 3 years ago
- ☆123Feb 4, 2026Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆79Jan 13, 2026Updated 8 months ago
- Code for paper "Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning"☆47Feb 19, 2026Updated 7 months ago
- ✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis☆799Dec 8, 2025Updated 10 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆207Jun 18, 2025Updated last year
- [NeurIPS 2024] Artemis: Towards Referential Understanding in Complex Videos☆27Apr 8, 2025Updated last year
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆28Feb 16, 2024Updated 2 years ago
- Official code repo of Video-Browser: Towards Agentic Open-web Video Browsing☆28Jan 19, 2026Updated 8 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆69Aug 30, 2025Updated last year
- LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture☆211Jan 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Comprehensive benchmark for video text understanding☆29Jun 4, 2025Updated last year
- FreeVA: Offline MLLM as Training-Free Video Assistant☆70Jun 9, 2024Updated 2 years ago
- 🔥🔥First-ever hour scale video understanding models☆629Jul 14, 2025Updated last year
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆384Jul 1, 2026Updated 3 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆282Jun 25, 2024Updated 2 years ago
- (NeurIPS 2024 Spotlight) TOPA: Extend Large Language Models for Video Understanding via Text-Only Pre-Alignment☆29Sep 27, 2024Updated 2 years ago
- ☆159Oct 31, 2024Updated last year