✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
☆161Oct 21, 2025Updated 9 months ago
Alternatives and similar repositories for MME-RealWorld
Users that are interested in MME-RealWorld are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ✨✨Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models☆163Dec 26, 2024Updated last year
- The Next Step Forward in Multimodal LLM Alignment☆199May 1, 2025Updated last year
- ✨✨ [ICLR 2026] MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models☆43Apr 10, 2025Updated last year
- ☆128Jul 29, 2024Updated 2 years ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆279May 26, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ✨✨ [ICLR 2026] R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning☆292May 9, 2025Updated last year
- [ICCV'25] When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning☆52Feb 16, 2026Updated 5 months ago
- [ICLR2025] LLaVA-HR: High-Resolution Large Language-Vision Assistant☆249Aug 14, 2024Updated last year
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆35Aug 12, 2024Updated 2 years ago
- Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model☆13Feb 11, 2025Updated last year
- ✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis☆789Dec 8, 2025Updated 8 months ago
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆119Apr 6, 2026Updated 4 months ago
- Collections of papers and code for employing MLLM for quality assessment tasks.☆12Apr 18, 2024Updated 2 years ago
- [WIP@Oct 13] 质衡-基准测试 (Q-Bench in Chinese)，包含中文版【底层视觉问答】和【底层视觉描述】数据集，以及中文提示下的图片质量评价。 We will release Q-Bench in more languages in the futu…☆24Jan 7, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆128Nov 25, 2024Updated last year
- ☆28Oct 10, 2025Updated 10 months ago
- Official repo for "GMS-3DQA: Projection-based Grid Mini-patch Sampling for 3D Model Quality Assessment"☆14Mar 10, 2024Updated 2 years ago
- ☆40May 28, 2025Updated last year
- This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for E…☆593Jul 28, 2026Updated 2 weeks ago
- A Scene Graph-Enhanced Remote Sensing Large Vision-Language Model☆148Jan 19, 2026Updated 6 months ago
- Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks☆4,335Updated this week
- ☆46Dec 30, 2024Updated last year
- Zoom-Refine: Boosting High-Resolution Multimodal Understanding via Localized Zoom and Self-Refinement☆19Jul 4, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A lightweight flexible Video-MLLM developed by TencentQQ Multimedia Research Team.☆73Oct 14, 2024Updated last year
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆332Jan 20, 2025Updated last year
- A project for tri-modal LLM benchmarking and instruction tuning.☆61Mar 27, 2025Updated last year
- ☆72Jun 11, 2026Updated 2 months ago
- ✨✨[NeurIPS 2025] VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction☆2,527Mar 28, 2025Updated last year
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆310May 22, 2025Updated last year
- [ICCV 2025] Dynamic-VLM☆28Dec 16, 2024Updated last year
- DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception☆159Dec 6, 2024Updated last year
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆447Dec 22, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture☆211Jan 6, 2025Updated last year
- LMM for VQA, tcsvt version☆10Jul 19, 2024Updated 2 years ago
- ☆27Feb 3, 2026Updated 6 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆98Sep 14, 2024Updated last year
- [ACMMM 2025] Benchmarking MLLM Codec Ability☆33Jun 14, 2024Updated 2 years ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆136Jul 27, 2024Updated 2 years ago
- ☆365Jan 27, 2024Updated 2 years ago