Giter VIP home page Giter VIP logo

anetqa-code's Introduction

Code for ANetQA baselines

This repository contains code for our baselines, namely HCRN, ClipBERT, and All-in-one, which is migrated from their original implementations to fit our data structure.

Dataset Preparation

see dataset for details.

Model Setup, Training, and Testing

see the HCRN, ClipBERT, and All-in-one folders for details.

Results

The above baseline models are trained on the train set and evaluated on the val,test-dev and test sets, respectively.

model val set test-dev test weights
HCRN 41.69 41.18 41.13 ckpt
ClipBERT 44.34 44.00 43.91 ckpt
All-in-one 45.44 44.57 44.53 ckpt

License

This project is licensed under the Apache License 2.0.

Citation

If you use ANetQA in your research, we appreciate it if you cite our paper in the following.

@inproceedings{yu2023anetqa,
title={ANetQA: A Large-scale Benchmark for Fine-grained Compositional Reasoning over Untrimmed Videos},
   author={Yu, Zhou and Zheng, Lixiang and Zhao, Zhou and Wu, Fei and Fan, Jianping and Ren, Kui and Yu, Jun},
   booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
   year={2023}
}

anetqa-code's People

Contributors

mil-vlg avatar zlxhhh avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.