A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
☆76Mar 18, 2025Updated last year
Alternatives and similar repositories for Awesome-MLLM-Reasoning-Benchmarks
Users that are interested in Awesome-MLLM-Reasoning-Benchmarks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,441Aug 2, 2026Updated 3 weeks ago
- Collections of Papers and Projects for Multimodal Reasoning.☆108Apr 25, 2025Updated last year
- Official implementation of StableI2I (ICML 2026)☆19May 11, 2026Updated 3 months ago
- 👾 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding (NeurIPS 2024)☆74Jan 20, 2025Updated last year
- [EMNLP 2025] Official code for the paper "SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning"☆16May 12, 2026Updated 3 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Explore the Multimodal “Aha Moment” on 2B Model☆623Mar 18, 2025Updated last year
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆384Jul 1, 2026Updated last month
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆771Sep 7, 2025Updated 11 months ago
- A collection of multimodal reasoning papers, codes, datasets, benchmarks and resources.☆40Jul 31, 2026Updated 3 weeks ago
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆22Jan 11, 2026Updated 7 months ago
- ☆71Jan 4, 2026Updated 7 months ago
- ☆14Apr 23, 2025Updated last year
- ✨✨ [ICLR 2026] MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models☆43Apr 10, 2025Updated last year
- [CVPR 2026] MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆217Sep 26, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆64Nov 7, 2024Updated last year
- A Paper List for Geo-localization Research☆19Sep 2, 2024Updated last year
- Recent Advances on MLLM's Reasoning Ability☆26Apr 11, 2025Updated last year
- R1-onevision, a visual language model capable of deep CoT reasoning.☆582Apr 13, 2025Updated last year
- 🔥🔥MLVU: Multi-task Long Video Understanding Benchmark☆268Apr 13, 2026Updated 4 months ago
- ☆17Mar 17, 2026Updated 5 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆886Dec 14, 2025Updated 8 months ago
- ☆112Sep 11, 2025Updated 11 months ago
- GPT as a Monte Carlo Language Tree: A Probabilistic Perspective☆46Jan 18, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 🔥Awesome Multimodal Large Language Models Paper List☆154Mar 12, 2025Updated last year
- DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning☆18Jun 14, 2026Updated 2 months ago
- A fork to add multimodal model training to open-r1☆1,601Feb 8, 2025Updated last year
- ☆21Jul 9, 2025Updated last year
- VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning☆37May 9, 2026Updated 3 months ago
- Website for MathVista☆21Jun 9, 2025Updated last year
- A Survey on Benchmarks of Multimodal Large Language Models☆159Jul 13, 2026Updated last month
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆848May 14, 2025Updated last year
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆1,022May 22, 2026Updated 3 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Controllable mage captioning model with unsupervised modes☆21Apr 14, 2023Updated 3 years ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,503Mar 9, 2026Updated 5 months ago
- ☆14May 23, 2022Updated 4 years ago
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆333Jan 20, 2025Updated last year
- A curated list of open-source projects at the intersection of Agent and RL☆49Aug 16, 2026Updated last week
- [Arxiv 2024] Official code for MMTrail: A Multimodal Trailer Video Dataset with Language and Music Descriptions☆34Feb 6, 2025Updated last year
- [EMNLP 2025] Official Implement of "CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scen…☆18Sep 2, 2025Updated 11 months ago