MMBench
Multi-modal model evaluation suite
A collection of benchmarks to evaluate the multi-modal understanding capability of large vision language models.
Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"
163 stars
3 watching
10 forks
last commit: 3 months ago Related projects:
| Repository | Description | Stars |
|---|---|---|
| open-compass/vlmevalkit | A toolkit for evaluating large vision-language models on various benchmarks and datasets. | 1,343 |
 multimodal-art-projection/omnibench | Evaluates and benchmarks multimodal language models' ability to process visual, acoustic, and textual inputs simultaneously. | 14 |
 openbmb/viscpm | A family of large multimodal models supporting multimodal conversational capabilities and text-to-image generation in multiple languages | 1,089 |
| open-compass/lawbench | Evaluates the legal knowledge of large language models using a custom benchmarking framework. | 267 |
 opengvlab/multi-modality-arena | An evaluation platform for comparing multi-modality models on visual question-answering tasks | 467 |
 will-singularity/skywork-mm | An empirical study aiming to develop a large language model capable of effectively integrating multiple input modalities | 23 |
 openm3d/m3dbench | An open-source software project providing a comprehensive 3D instruction-following dataset with multi-modal prompts for training large language models. | 57 |
 fuxiaoliu/mmc | Develops a large-scale dataset and benchmark for training multimodal chart understanding models using large language models. | 84 |
 tsb0601/mmvp | An evaluation framework for multimodal language models' visual capabilities using image and question benchmarks. | 288 |
 sail-sg/mmcbench | A benchmarking framework designed to evaluate the robustness of large multimodal models against common corruption scenarios | 27 |
 mickcrosse/mtrf-toolbox | A MATLAB package for modeling and analyzing multivariate neural responses to dynamic stimuli. | 81 |
 open-mmlab/mmhuman3d | Provides a modular framework and tools for working with 3D human parametric models in computer vision and graphics | 1,240 |
| open-mmlab/mmaction | An open-source toolbox for action understanding from video data using PyTorch. | 1,863 |
 ailab-cvc/seed-bench | A benchmark for evaluating large language models' ability to process multimodal input | 315 |
 pleisto/yuren-baichuan-7b | A multi-modal large language model that integrates natural language and visual capabilities with fine-tuning for various tasks | 72 |