diff --git a/Example/SDWebImageSwiftUIDemo/DetailView.swift b/Example/SDWebImageSwiftUIDemo/DetailView.swift
index eacbbd29..f3cf15ce 100644
--- a/Example/SDWebImageSwiftUIDemo/DetailView.swift
+++ b/Example/SDWebImageSwiftUIDemo/DetailView.swift
@@ -38,7 +38,7 @@ struct DetailView: View {
     let url: String
     let animated: Bool
     @State var isAnimating: Bool = true
-    @State var lastScaleValue: CGFloat = 1.0
+    @State var lastScale: CGFloat = 1.0
     @State var scale: CGFloat = 1.0
     @Environment(\.presentationMode) var presentationMode
     @EnvironmentObject var settings: UserSettings
@@ -75,12 +75,12 @@ struct DetailView: View {
         return contentView()
             .scaleEffect(self.scale)
             .gesture(MagnificationGesture(minimumScaleDelta: 0.1).onChanged { value in
-                let delta = value / self.lastScaleValue
-                self.lastScaleValue = value
+                let delta = value / self.lastScale
+                self.lastScale = value
                 let newScale = self.scale * delta
                 self.scale = min(max(newScale, 0.5), 2)
             }.onEnded { value in
-                self.lastScaleValue = 1.0
+                self.lastScale = 1.0
             })
         #endif
         #if os(tvOS)
diff --git a/SDWebImageSwiftUI/Classes/ImageManager.swift b/SDWebImageSwiftUI/Classes/ImageManager.swift
index 77267698..5c913648 100644
--- a/SDWebImageSwiftUI/Classes/ImageManager.swift
+++ b/SDWebImageSwiftUI/Classes/ImageManager.swift
@@ -27,6 +27,7 @@ public final class ImageManager : ObservableObject {
     var manager: SDWebImageManager
     weak var currentOperation: SDWebImageOperation? = nil
     var isFirstLoad: Bool = true // false after first call `load()`
+    var isFirstPrefetch: Bool = true // false after first call `prefetch()`
     
     var url: URL?
     var options: SDWebImageOptions
@@ -106,6 +107,45 @@ public final class ImageManager : ObservableObject {
         }
     }
     
+    /// Prefetch the initial state of image, currently query the memory cache only
+    func prefetch() {
+        isFirstPrefetch = false
+        // Use the options processor if provided
+        let options = self.options
+        var context = self.context
+        if let result = manager.optionsProcessor?.processedResult(for: url, options: options, context: context) {
+            context = result.context
+        }
+        // TODO: Remove transformer for cache calculation before SDWebImage 5.7.0, this is bug. Remove later
+        let transformer = (context?[.imageTransformer] as? SDImageTransformer) ?? manager.transformer
+        context?[.imageTransformer] = nil
+        // TODO: before SDWebImage 5.7.0, this is the SPI. Remove later
+        var key = manager.perform(Selector(("cacheKeyForURL:context:")), with: url, with: context)?.takeUnretainedValue() as? String
+        if let transformer = transformer {
+            key = SDTransformedKeyForKey(key, transformer.transformerKey)
+        }
+        // Shortcut for built-in cache
+        if let imageCache = manager.imageCache as? SDImageCache {
+            let image = imageCache.imageFromMemoryCache(forKey: key)
+            self.image = image
+            if let image = image {
+                self.successBlock?(image, .memory)
+            }
+        } else {
+            // This callback is synchronzied
+            manager.imageCache.containsImage(forKey: key, cacheType: .memory) { [unowned self] (cacheType) in
+                if cacheType == .memory {
+                    self.manager.imageCache.queryImage(forKey: key, options: options, context: context) { [unowned self] (image, data, cacheType) in
+                        self.image = image
+                        if let image = image {
+                            self.successBlock?(image, cacheType)
+                        }
+                    }
+                }
+            }
+        }
+    }
+    
 }
 
 // Completion Handler
diff --git a/SDWebImageSwiftUI/Classes/WebImage.swift b/SDWebImageSwiftUI/Classes/WebImage.swift
index 424552de..ff10e021 100644
--- a/SDWebImageSwiftUI/Classes/WebImage.swift
+++ b/SDWebImageSwiftUI/Classes/WebImage.swift
@@ -60,11 +60,10 @@ public struct WebImage : View {
     }
     
     public var body: some View {
-        // load remote image when first called `body`, SwiftUI sometimes will create a new View struct without calling `onAppear` (like enter EditMode) :)
-        // this can ensure we load the image, and display image synchronously when memory cache hit to avoid flashing
-        // called once per struct, SDWebImage take care of the duplicated query
-        if imageManager.isFirstLoad {
-            imageManager.load()
+        // this prefetch the memory cache of image, to immediately render it on screen
+        // this solve the case when `onAppear` not been called, for example, some transaction indeterminate state, SwiftUI :)
+        if imageManager.isFirstPrefetch {
+            self.imageManager.prefetch()
         }
         return Group {
             if imageManager.image != nil {
@@ -109,6 +108,11 @@ public struct WebImage : View {
                 setupPlaceholder()
                 .frame(minWidth: 0, maxWidth: .infinity, minHeight: 0, maxHeight: .infinity)
                 .onAppear {
+                    // load remote image when first appear
+                    if self.imageManager.isFirstLoad {
+                        self.imageManager.load()
+                        return
+                    }
                     guard self.retryOnAppear else { return }
                     // When using prorgessive loading, the new partial image will cause onAppear. Filter this case
                     if self.imageManager.image == nil && !self.imageManager.isIncremental {