Comments (2)
Thanks for your attention to our work.
We recommend training TENet with the default hyper-parameters in this repo, especially the weight decay is set to 4e-5 instead of 1e-4, which affects the result a lot.
We retrain the following models 10 times, respectively. Here is the result:
TENet12_MTConv | TENet12 | TENet6_MTConv | TENet6 | |
---|---|---|---|---|
no.1 | 96.7543 | 96.6569 | 96.7218 | 96.5920 |
no.2 | 96.9815 | 96.4946 | 96.7868 | 96.3648 |
no.3 | 97.1438 | 96.3973 | 96.6245 | 96.3973 |
no.4 | 96.8517 | 96.2025 | 96.2999 | 96.4946 |
no.5 | 96.8814 | 96.5271 | 96.2350 | 96.4622 |
no.6 | 96.5920 | 96.8192 | 96.6569 | 96.7868 |
no.7 | 96.5324 | 96.8841 | 97.1762 | 96.2674 |
no.8 | 96.6569 | 96.4622 | 96.4297 | 96.6245 |
no.9 | 97.0464 | 96.5271 | 96.5271 | 96.5271 |
no.10 | 96.6569 | 96.4946 | 96.7543 | 96.5271 |
mean | 96.8097 | 96.5466 | 96.6212 | 96.5044 |
Hope it can help you.
from tenet-kws.
thanks for your advice
from tenet-kws.
Related Issues (2)
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from tenet-kws.