MME-Benchmarks / MME-UnifyLinks
✨✨ [ICLR 2026] MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
☆42Updated 9 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☆70Updated last year
- ☆49Updated 2 weeks ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆120Updated 8 months ago
- (ICLR 2026)Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆58Updated last week
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆137Updated 6 months ago
- Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning☆45Updated 7 months ago
- (ICLR 2025 Spotlight) Official code repository for Interleaved Scene Graph.☆31Updated 5 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆94Updated last year
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆58Updated last year
- TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation☆236Updated 5 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆78Updated 4 months ago
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆60Updated 7 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆134Updated 6 months ago
- ☆132Updated 10 months ago
- Co-Reinforcement Learning for Unified Multimodal Understanding and Generation☆39Updated 6 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆77Updated 6 months ago
- Official repository for CoMM Dataset☆49Updated last year
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆42Updated 3 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆111Updated this week
- The Next Step Forward in Multimodal LLM Alignment☆196Updated 9 months ago
- [CVPR 2025] OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?☆118Updated 6 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆91Updated 5 months ago
- SFT+RL boosts multimodal reasoning☆44Updated 7 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆83Updated 6 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆104Updated 4 months ago
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆38Updated 10 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆163Updated last year
- ☆46Updated last year
- The code repository of UniRL☆51Updated 8 months ago