A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
☆73Mar 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…☆1,389Feb 26, 2026Updated last month
- Collections of Papers and Projects for Multimodal Reasoning.☆108Apr 25, 2025Updated 11 months ago
- 【ICME2025 Oral】Offical Pytorch Code for "Fraesormer: Learning Adaptive Sparse Transformer for Efficient Food Recognition"☆11Mar 21, 2025Updated last year
- 👾 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding (NeurIPS 2024)☆74Jan 20, 2025Updated last year
- 【ICME2025 Oral】 Offical Pytorch Code for "Learning Dual-Domain Multi-Scale Representations for Single Image Deraining"☆18Mar 21, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Explore the Multimodal “Aha Moment” on 2B Model☆623Mar 18, 2025Updated last year
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆382Feb 23, 2025Updated last year
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆772Sep 7, 2025Updated 6 months ago
- A collection of multimodal reasoning papers, codes, datasets, benchmarks and resources.☆583Mar 8, 2026Updated 3 weeks ago
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆21Jan 11, 2026Updated 2 months ago
- ✨✨ [ICLR 2026] MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models☆43Apr 10, 2025Updated 11 months ago
- ☆13Apr 23, 2025Updated 11 months ago
- [CVPR 2026] MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆218Sep 26, 2025Updated 6 months ago
- Cluster Document for IIL@HIT☆20Apr 5, 2023Updated 2 years 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…☆62Nov 7, 2024Updated last year
- R1-onevision, a visual language model capable of deep CoT reasoning.☆578Apr 13, 2025Updated 11 months ago
- 🔥🔥MLVU: Multi-task Long Video Understanding Benchmark☆242Aug 21, 2025Updated 7 months ago
- Recent Advances on MLLM's Reasoning Ability☆26Apr 11, 2025Updated 11 months ago
- GPT as a Monte Carlo Language Tree: A Probabilistic Perspective☆46Jan 18, 2025Updated last year
- Research code for CVPR 2022 paper: "EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching"☆26Oct 20, 2022Updated 3 years ago
- ☆111Sep 11, 2025Updated 6 months ago
- [ICLR2026] This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that…☆1,094Mar 20, 2026Updated last week
- 🔥Awesome Multimodal Large Language Models Paper List☆154Mar 12, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆103Sep 19, 2025Updated 6 months ago
- A fork to add multimodal model training to open-r1☆1,514Feb 8, 2025Updated last year
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆968Nov 14, 2025Updated 4 months ago
- Website for MathVista☆21Jun 9, 2025Updated 9 months ago
- Rex-Thinker: Grounded Object Refering via Chain-of-Thought Reasoning☆146Jun 30, 2025Updated 9 months ago
- [CVPR 2026] An official implementation of "Think Visually, Reason Textually: Vision-Language Synergy in ARC"☆39Nov 26, 2025Updated 4 months ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆846May 14, 2025Updated 10 months ago
- Controllable mage captioning model with unsupervised modes☆21Apr 14, 2023Updated 2 years ago
- A Survey on Benchmarks of Multimodal Large Language Models☆150Jul 1, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆21Jul 9, 2025Updated 8 months ago
- EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning [🔥The Exploration of R1 for General Audio-Vi…☆77May 18, 2025Updated 10 months ago
- The official implement of "Grounded Chain-of-Thought for Multimodal Large Language Models"☆21Jul 21, 2025Updated 8 months ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,388Mar 9, 2026Updated 3 weeks ago
- On Path to Multimodal Generalist: General-Level and General-Bench☆18Jul 11, 2025Updated 8 months ago
- A collection of awesome think with videos papers.☆95Dec 1, 2025Updated 3 months ago
- ☆15May 23, 2022Updated 3 years ago