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MATHVERSE

Exploring the capabilities of multimodal large language models in solving visual math problems.

CommonProductProductivityMultimodal LearningVisual Information Processing

The MATHVERSE project aims to evaluate the ability of multimodal large language models to handle and understand visual math problems, particularly in parsing and comprehending graphical information within problems.

MATHVERSE

Visual Math Problem Parsing
Multimodal Understanding Evaluation
Chain-of-Thought Based Solution Strategy

Used for researching and developing better multimodal learning models to enhance performance in educational applications.

Improving the effectiveness of math teaching tools
Researching the capabilities of multimodal language models
Enhancing AI applications in education

MATHVERSE Alternatives

LLaVA-o1 — A visual language model capable of step-by-step reasoning.

Productivity•Visual Language Model•Step-by-Step Reasoning

PPLLaVA — GPU implementation model for video sequence understanding

Video•Video Understanding•Large Language Model

Agent S — Agent S: An open agent framework that enables computers to operate like humans.

Productivity•Artificial Intelligence•Automation

LLaVA-Video — Research on video instruction tuning and synthetic data.

Video•Video Understanding•Multimodal Learning

NVLM 1.0

NVLM 1.0 — A cutting-edge multimodal large language model that achieves state-of-the-art performance on visual-language tasks.

Productivity•Multimodal Learning•Large Language Models

LongLLaVA — Efficiently extending multimodal large language models to 1,000 images.

Image•Multimodal Learning•Image Processing

EAGLE — Exploration of the design space for multimodal large language models

Programming•Multimodal Learning•Large Language Models

SlowFast-LLaVA — A large language model for video understanding and reasoning that does not require training.

Productivity•Video Question Answering•Multimodal Learning

Llama3-s v0.2 — Latest multimodal checkpoint to enhance speech comprehension capabilities.

Programming•Speech Recognition•Natural Language Processing

llama3-s — An open-source language model currently being trained, equipped with 'hearing' capabilities.

Programming•Natural Language Processing•Machine Learning

MAVIS — Mathematical Visual Instruction Tuning Model

Productivity•Machine Learning•Multimodal Learning

LongVA — Long Contextual Transformer Model from Language to Vision

Image•Long Context•Visual Model

MG-LLaVA — Innovative MLLM with Multi-Granularity Visual Instruction Tuning

Programming•Machine Learning•Visual Processing

Stable Diffusion 3 Free Online — Advanced Text-to-Image Generation Model

Image•AI Image Generation•Text-to-Image

emo-visual-data — Emoji Visual Annotation Dataset

Image•Dataset•Multimodal Learning

CuMo — An advanced architecture for extending multimodal large language models (LLMs).

Programming•Multimodal Learning•Large Language Models

Bunny — A lightweight yet powerful family of multimodal models.

Programming•Multimodal Learning•Machine Learning

llava-llama-3-8b-v1_1 — A LLaVA model optimized by XTuner, which combines image and text processing capabilities.

Programming•Artificial Intelligence•Multimodal Learning

MyGO — Multimodal Knowledge Graph Completion Tool

Programming•Knowledge Graph•Multimodal Learning

Stable Diffusion 3 API — Advanced text-to-image generation system

Image•AI Generation•Image Generation

AskVia — AI chatbot providing intelligent assistant services

Productivity•AI Assistant•Intelligent Chatbot