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 last month
- Collections of Papers and Projects for Multimodal Reasoning.☆108Apr 25, 2025Updated last year
- Official implementation of StableI2I （ICML 2026）☆20Aug 28, 2026Updated 2 weeks ago
- 👾 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding (NeurIPS 2024)☆74Jan 20, 2025Updated last year
- 【ICME2025 Oral】Offical Pytorch Code for "Fraesormer: Learning Adaptive Sparse Transformer for Efficient Food Recognition"☆13Mar 21, 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. Zero configuration with optimized deployments.
- [EMNLP 2025] Official code for the paper "SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning"☆16May 12, 2026Updated 4 months ago
- 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 2 months ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆770Sep 7, 2025Updated last year
- A collection of multimodal reasoning papers, codes, datasets, benchmarks and resources.☆41Jul 31, 2026Updated last month
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆22Jan 11, 2026Updated 8 months ago
- ☆72Jan 4, 2026Updated 8 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
- 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.
- [CVPR 2026] MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆217Sep 26, 2025Updated 11 months ago
- [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 2 years ago
- 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 5 months ago
- Research code for CVPR 2022 paper: "EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching"☆26Oct 20, 2022Updated 3 years ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆889Dec 14, 2025Updated 8 months ago
- Cluster Document for IIL@HIT☆20Apr 5, 2023Updated 3 years ago
- 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.
- ☆111Sep 11, 2025Updated last year
- GPT as a Monte Carlo Language Tree: A Probabilistic Perspective☆46Jan 18, 2025Updated last year
- 🔥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
- [ICLR2025 Spotlight] Advantage-Guided Distillation for Preference Alignment in Small Language Models☆27Feb 10, 2025Updated last year
- A fork to add multimodal model training to open-r1☆1,602Feb 8, 2025Updated last year
- ☆21Jul 9, 2025Updated last year
- Website for MathVista☆21Jun 9, 2025Updated last year
- A Survey on Benchmarks of Multimodal Large Language Models☆159Jul 13, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning☆38May 9, 2026Updated 4 months ago
- 【ICME2025 Oral】 Offical Pytorch Code for "Learning Dual-Domain Multi-Scale Representations for Single Image Deraining"☆20Mar 21, 2025Updated last year
- 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☆1,025May 22, 2026Updated 3 months ago
- 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…☆1,502Mar 9, 2026Updated 6 months ago
- ☆14May 23, 2022Updated 4 years ago