R-Bench
Relationship validation dataset
A repository providing preprocessed data and tools for evaluating and analyzing relationship hallucinations in large vision-language models.
[ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'
20 stars
2 watching
1 forks
Language: Python
last commit: almost 2 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 yangxuntu/vrd | This repository provides a framework for visual relationship detection using deep learning models and pre-processing tools. | 94 |
 prof-lu-cewu/visual-relationship-detection | Detects relationships and predicts predicates in images using language priors | 214 |
 yiyangzhou/lure | Analyzing and mitigating object hallucination in large vision-language models to improve their accuracy and reliability. | 136 |
 benmarwick/rrtools | Tools for creating reproducible research projects in R using Quarto and version control. | 680 |
 doubledaibo/drnet_cvpr2017 | This project presents a deep neural network architecture designed to detect visual relationships in images. | 202 |
 stanfordvl/referringrelationships | This repository provides code and tools for training and evaluating models of referring relationships in computer vision | 260 |
 tianyi-lab/hallusionbench | An image-context reasoning benchmark designed to challenge large vision-language models and help improve their accuracy | 259 |
 tensorflow/data-validation | A library for exploring and validating machine learning data in TensorFlow | 766 |
 rrrlw/icon | Provides access to complex systems datasets from the Index of Complex Networks (ICON) database. | 7 |
 yuweihao/mm-vet | Evaluates the capabilities of large multimodal models using a set of diverse tasks and metrics | 274 |
 tomoakin/rpostgresql | A C library that provides an R interface to PostgreSQL | 64 |
 psirenny/derby-validate | A validation library designed to simplify the use of Derby JS in JavaScript applications. | 1 |
 arthur151/relative_human | Provides a toolbox for loading, visualizing, and evaluating a dataset of images with human annotations, including depth layers and age group classification. | 140 |
 ymcui/cmrc2018 | A collection of data for evaluating Chinese machine reading comprehension systems | 419 |
 modeloriented/drwhy | A collection of tools and guidelines for building responsible machine learning models | 682 |