diff --git a/documentation/methods.md b/documentation/methods.md
index dca9146..324d03a 100644
--- a/documentation/methods.md
+++ b/documentation/methods.md
@@ -1,7 +1,7 @@
 # Methods Examples
 Keeping everything the same, but changing the model to demonstrate visual differences.
 
-![hex]()
+
 
 ## What is it? 
 
@@ -15,4 +15,26 @@ threshold: 0.25
 class_index: -1
 input_size: 224
 uses_smooth_grad: true
-snoothgrad_samples: 25
\ No newline at end of file
+snoothgrad_samples: 25
+
+
+## What is it?
+
+
+Vanilla Gradient
+![hex](documentation/method_demo/vanilla_grad.png)
+
+Smooth Gradient
+![hex](documentation/method_demo/smooth_grad.png)
+
+Integrated Gradient
+![hex](documentation/method_demo/integrated_grad.png)
+
+Blur Integrated Gradients
+![hex](documentation/method_demo/blur_ig.png)
+
+Guided Integrated Gradients
+![hex](documentation/method_demo/guided_ig.png)
+
+XRAI
+![hex](documentation/method_demo/XRAI.png)
\ No newline at end of file