MME-Benchmarks / MME-RealWorldLinks
✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
☆128Updated 4 months ago
Alternatives and similar repositories for MME-RealWorld
Users that are interested in MME-RealWorld are comparing it to the libraries listed below
Sorting:
- A collection of visual instruction tuning datasets.☆76Updated last year
- 【NeurIPS 2024】Dense Connector for MLLMs☆171Updated 9 months ago
- ☆115Updated 11 months ago
- The Next Step Forward in Multimodal LLM Alignment☆169Updated 2 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆115Updated 4 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆116Updated 2 weeks ago
- Official implementation of the Law of Vision Representation in MLLMs☆160Updated 7 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆68Updated last year
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆124Updated 2 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆185Updated 9 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆58Updated 9 months ago
- ☆83Updated 6 months ago
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆50Updated last month
- ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆113Updated 11 months ago
- ☆88Updated 3 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆184Updated this week
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆132Updated last year
- [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context☆163Updated 9 months ago
- ☆91Updated last year
- [ICLR2025] Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want☆82Updated last month
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆211Updated last week
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated 7 months ago
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆180Updated 3 months ago
- Official code for paper "GRIT: Teaching MLLMs to Think with Images"☆105Updated 3 weeks ago
- The official implementation of RAR☆88Updated last year
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆67Updated this week
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆176Updated 3 weeks ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆64Updated last month
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆80Updated 2 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆139Updated 2 weeks ago