MME-Benchmarks / MME-Unify
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
☆34Updated 3 weeks ago
Alternatives and similar repositories for MME-Unify:
Users that are interested in MME-Unify are comparing it to the libraries listed below
- VisRL: Intention-Driven Visual Perception via Reinforced Reasoning☆27Updated last month
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆33Updated last month
- Sparrow: Data-Efficient Video-LLM with Text-to-Image Augmentation☆28Updated last month
- ☆82Updated last month
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆57Updated 2 weeks ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆55Updated 9 months ago
- ☆44Updated this week
- The official repository for paper "PruneVid: Visual Token Pruning for Efficient Video Large Language Models".☆36Updated 2 months ago
- Envolving Temporal Reasoning Capability into LMMs via Temporal Consistent Reward☆34Updated last month
- Official implement of MIA-DPO☆56Updated 3 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆75Updated 3 weeks ago
- FreeVA: Offline MLLM as Training-Free Video Assistant☆59Updated 10 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆47Updated last month
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆28Updated last month
- ☆30Updated 9 months ago
- The Next Step Forward in Multimodal LLM Alignment☆149Updated last week
- Unifying Visual Understanding and Generation with Dual Visual Vocabularies 🌈☆43Updated 3 weeks ago
- [ECCV2024] Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models☆16Updated 9 months ago
- [CVPR 2025] OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?☆55Updated last month
- Repo for paper "T2Vid: Translating Long Text into Multi-Image is the Catalyst for Video-LLMs"☆49Updated last month
- ☆35Updated 10 months ago
- Official repo for "Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge" ICLR2025☆48Updated last month
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆94Updated 2 months ago
- A Massive Multi-Discipline Lecture Understanding Benchmark☆16Updated this week
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆36Updated 2 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆58Updated last month
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆114Updated 6 months ago
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆61Updated last week
- Official repository of "CoMP: Continual Multimodal Pre-training for Vision Foundation Models"☆24Updated last month
- [ICLR 2025] TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning☆33Updated last month