MME-Benchmarks / MME-UnifyLinks
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
☆41Updated 3 months ago
Alternatives and similar repositories for MME-Unify
Users that are interested in MME-Unify are comparing it to the libraries listed below
Sorting:
- Official implement of MIA-DPO☆59Updated 5 months ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆72Updated last month
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆116Updated 2 weeks ago
- ☆88Updated 3 months ago
- [ICCV 2025] VisRL: Intention-Driven Visual Perception via Reinforced Reasoning☆32Updated 3 weeks ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆58Updated 9 months ago
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆37Updated 5 months ago
- Official Repository of paper: Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing☆69Updated this week
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆50Updated last month
- TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation☆101Updated last month
- The Next Step Forward in Multimodal LLM Alignment☆169Updated 2 months ago
- Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆46Updated 2 weeks ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆38Updated last year
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆93Updated last month
- FreeVA: Offline MLLM as Training-Free Video Assistant☆59Updated last year
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆68Updated last year
- ☆83Updated 6 months ago
- [CVPR 2025] OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?☆74Updated 3 months ago
- ☆53Updated 2 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆115Updated 4 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆81Updated 10 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆80Updated 2 months ago
- Official Implementation of OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation☆21Updated last week
- Repo for paper "T2Vid: Translating Long Text into Multi-Image is the Catalyst for Video-LLMs"☆49Updated 4 months ago
- ☆45Updated 6 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆57Updated 2 weeks ago
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆34Updated 3 months ago
- Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning☆29Updated last week
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 8 months ago
- VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning☆32Updated last week