steven-ccq / VisualReasoner
[EMNLP 2024] Official repository for paper "From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis"
☆16Updated 6 months ago
Alternatives and similar repositories for VisualReasoner:
Users that are interested in VisualReasoner are comparing it to the libraries listed below
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆44Updated 4 months ago
- Synthetic data generation pipelines for text-rich images.☆60Updated last month
- Large Language Models Can Self-Improve in Long-context Reasoning☆68Updated 5 months ago
- ☆98Updated last year
- The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.☆22Updated last year
- A Framework for Decoupling and Assessing the Capabilities of VLMs☆42Updated 9 months ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆55Updated 6 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆84Updated 9 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆100Updated 2 months ago
- [NeurIPS 2024] A comprehensive benchmark for evaluating critique ability of LLMs☆39Updated 4 months ago
- ☆51Updated last year
- ☆73Updated 3 months ago
- Code & Dataset for Paper: "Distill Visual Chart Reasoning Ability from LLMs to MLLMs"☆53Updated 5 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆80Updated 9 months ago
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆46Updated last year
- This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"☆49Updated 5 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆108Updated this week
- Multimodal RewardBench☆38Updated 2 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆76Updated 3 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆61Updated this week
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆116Updated 5 months ago
- An Easy-to-use Hallucination Detection Framework for LLMs.☆58Updated last year
- ☆63Updated last year
- [ACL 2024] PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain☆102Updated last year
- Touchstone: Evaluating Vision-Language Models by Language Models☆82Updated last year
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆46Updated this week
- This repo contains the code for "MEGA-Bench Scaling Multimodal Evaluation to over 500 Real-World Tasks" [ICLR2025]☆62Updated last week
- ☆25Updated 9 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 10 months ago
- MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆39Updated 4 months ago