This is for ACL 2025 Findings Paper: From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalitiesModels
β95Mar 22, 2026Updated 2 weeks ago
Alternatives and similar repositories for Awesome-Omni-MLLMs
Users that are interested in Awesome-Omni-MLLMs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome latest models, datasets and benchmarks on streaming/online video understanding.β25Oct 19, 2025Updated 5 months ago
- EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning [π₯The Exploration of R1 for General Audio-Viβ¦β78May 18, 2025Updated 10 months ago
- LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos. (CVPR 2025))β58Jun 9, 2025Updated 10 months ago
- β187Feb 8, 2025Updated last year
- Official repository for "Boosting Audio Visual Question Answering via Key Semantic-Aware Cues" in ACM MM 2024.β16Oct 25, 2024Updated last year
- DigitalOcean Gradient AI Platform β’ 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 Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition (ACM MM 2024 oral)β28Nov 4, 2024Updated last year
- π₯An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.β160Mar 16, 2026Updated 3 weeks ago
- Survey on speech generation work.β21Nov 26, 2023Updated 2 years ago
- β43Feb 27, 2026Updated last month
- This repo contains evaluation code for the paper "AV-Odyssey: Can Your Multimodal LLMs Really Understand Audio-Visual Information?"β31Dec 23, 2024Updated last year
- Comparing Audio Features for Unsupervised Sound Classificationβ10Jun 22, 2022Updated 3 years ago
- π₯π₯[NeurIPS2025]Exploring and mitigating semantic hallucinations in scene text perception and reasoningβ27Dec 11, 2025Updated 3 months ago
- [CVPR'25] ππ EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answeringβ46Jun 19, 2025Updated 9 months ago
- KDD 2024 AQA competition 2nd place solutionβ12Jul 21, 2024Updated last year
- DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- β17Jul 22, 2024Updated last year
- This repository contains code for AAAI2025 paper "Dense Audio-Visual Event Localization under Cross-Modal Consistency and Multi-Temporal β¦β23Aug 18, 2025Updated 7 months ago
- [ECCVβ24] Official Implementation for CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarioβ¦β58Sep 4, 2024Updated last year
- Evaluating Durability: Benchmark Insights into Multimodal Watermarkingβ12Jun 7, 2024Updated last year
- TTRV: Test-Time Reinforcement Learning for VisionβLanguage Models (CVPR 2026)β37Mar 8, 2026Updated last month
- The first Large Audio Language Model that enables native in-depth thinking, which is trained on large-scale audio Chain-of-Thought data.β289May 15, 2025Updated 10 months ago
- Official Implementation of wd1β25Sep 25, 2025Updated 6 months ago
- β25Jan 29, 2026Updated 2 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.β73Mar 18, 2025Updated last year
- Wordpress hosting with auto-scaling on Cloudways β’ AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- π₯π₯π₯ Latest Papers, Codes and Datasets on Video-LMM Post-Trainingβ278Mar 3, 2026Updated last month
- β41Sep 9, 2025Updated 7 months ago
- Official code for "VideoReward Thinker: Boosting Video Reward Models through Thinking-with-Image Reasoning"β45Oct 20, 2025Updated 5 months ago
- Baichuan-Omni: Towards Capable Open-source Omni-modal LLM πβ273Jan 27, 2025Updated last year
- [AAAI 2023] Unlabeled Imperfect Demonstrations in Adversarial Imitation Learningβ11Apr 29, 2024Updated last year
- The first toolkit for MLRM safety evaluation, providing unified interface for mainstream models, datasets, and jailbreaking methods!β15Apr 8, 2025Updated last year
- [NeurIPS 2025] Official Repo of Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaborationβ118Dec 3, 2025Updated 4 months ago
- [CVPR 2026] UFVideo: Towards Unified Fine-Grained Video Cooperative Understanding with Large Language Modelsβ37Feb 21, 2026Updated last month
- [ICLR 2026] Official Implementation of ProxyThinker: Test-Time Guidance through Small Visual Reasoners.β21Sep 24, 2025Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- β29Feb 12, 2026Updated last month
- [ICLR 2026] Data Pipeline, Models, and Benchmark for Omni-Captioner.β129Updated this week
- β17Mar 8, 2021Updated 5 years ago
- VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understandingβ59Mar 24, 2026Updated 2 weeks ago
- CLiC: Concept Learning in Contextβ10Jan 24, 2025Updated last year
- β16Sep 11, 2025Updated 6 months ago
- Emotion recognition from IEMOCAP datasets.β44Oct 6, 2020Updated 5 years ago