update README.md

Author: Red-Portal

README.md

@@ -1,11 +1,16 @@
 [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://turinglang.org/AdvancedVI.jl/stable/)
 [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://turinglang.org/AdvancedVI.jl/dev/)
-[![ForwardDiff](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/ForwardDiff.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/ForwardDiff.yml?query=branch%3Amain)
-[![ReverseDiff](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/ReverseDiff.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/ReverseDiff.yml?query=branch%3Amain)
-[![Mooncake](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Mooncake.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Mooncake.yml?query=branch%3Amain)
-[![Enzyme](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Enzyme.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Enzyme.yml?query=branch%3Amain)
+[![Tests](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Tests.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Tests.yml/badge.svg?branch=main)
 [![Coverage](https://codecov.io/gh/TuringLang/AdvancedVI.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/TuringLang/AdvancedVI.jl)
 
+| AD Backend    | Integration Status |
+| ------------- | ------------- |
+| ForwardDiff   | [![ForwardDiff](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/ForwardDiff.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/ForwardDiff.yml?query=branch%3Amain) |
+| ReverseDiff   | [![ReverseDiff](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/ReverseDiff.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/ReverseDiff.yml?query=branch%3Amain) |
+| Zygote        | [![Zygote](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Zygote.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Zygote.yml?query=branch%3Amain) |
+| Mooncake      | [![Mooncake](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Mooncake.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Mooncake.yml?query=branch%3Amain) |
+| Enzyme        | [![Enzyme](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Enzyme.yml/badge.svg?branch=main)](https://github.com/TuringLang/AdvancedVI.jl/actions/workflows/Enzyme.yml?query=branch%3Amain) |
+
 # AdvancedVI.jl
 
 [AdvancedVI](https://github.com/TuringLang/AdvancedVI.jl) provides implementations of variational inference (VI) algorithms, which is a family of algorithms aiming for scalable approximate Bayesian inference by leveraging optimization.