diff --git a/HMCL/src/main/java/org/jackhuang/hmcl/ui/FXUtils.java b/HMCL/src/main/java/org/jackhuang/hmcl/ui/FXUtils.java
index 7759337bb..20efb21eb 100644
--- a/HMCL/src/main/java/org/jackhuang/hmcl/ui/FXUtils.java
+++ b/HMCL/src/main/java/org/jackhuang/hmcl/ui/FXUtils.java
@@ -27,6 +27,9 @@ import javafx.beans.WeakInvalidationListener;
 import javafx.beans.property.BooleanProperty;
 import javafx.beans.property.Property;
 import javafx.beans.value.*;
+import javafx.event.Event;
+import javafx.event.EventDispatcher;
+import javafx.event.EventType;
 import javafx.geometry.Insets;
 import javafx.geometry.Pos;
 import javafx.scene.Cursor;
@@ -86,6 +89,7 @@ import java.util.concurrent.ConcurrentHashMap;
 import java.util.function.BooleanSupplier;
 import java.util.function.Consumer;
 import java.util.function.Function;
+import java.util.function.Predicate;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 import java.util.stream.Collectors;
@@ -234,6 +238,21 @@ public final class FXUtils {
                 });
     }
 
+    @SuppressWarnings("unchecked")
+    public static <T extends Event> void ignoreEvent(Node node, EventType<T> type, Predicate<? super T> filter) {
+        EventDispatcher oldDispatcher = node.getEventDispatcher();
+        node.setEventDispatcher((event, tail) -> {
+            EventType<?> t = event.getEventType();
+            while (t != null && t != type)
+                t = t.getSuperType();
+            if (t == type && filter.test((T) event)) {
+                return tail.dispatchEvent(event);
+            } else {
+                return oldDispatcher.dispatchEvent(event, tail);
+            }
+        });
+    }
+
     public static <K, T> void setupCellValueFactory(JFXTreeTableColumn<K, T> column, Function<K, ObservableValue<T>> mapper) {
         column.setCellValueFactory(param -> {
             if (column.validateValue(param))
diff --git a/HMCL/src/main/java/org/jackhuang/hmcl/ui/download/VersionsPage.java b/HMCL/src/main/java/org/jackhuang/hmcl/ui/download/VersionsPage.java
index 8a94ab970..754ad121c 100644
--- a/HMCL/src/main/java/org/jackhuang/hmcl/ui/download/VersionsPage.java
+++ b/HMCL/src/main/java/org/jackhuang/hmcl/ui/download/VersionsPage.java
@@ -29,6 +29,8 @@ import javafx.geometry.Insets;
 import javafx.geometry.Pos;
 import javafx.scene.control.Label;
 import javafx.scene.control.ListCell;
+import javafx.scene.input.KeyCode;
+import javafx.scene.input.KeyEvent;
 import javafx.scene.layout.*;
 import javafx.util.Duration;
 import org.jackhuang.hmcl.download.DownloadProvider;
@@ -66,6 +68,7 @@ import java.util.function.Predicate;
 import java.util.regex.Pattern;
 import java.util.stream.Collectors;
 
+import static org.jackhuang.hmcl.ui.FXUtils.ignoreEvent;
 import static org.jackhuang.hmcl.ui.FXUtils.onEscPressed;
 import static org.jackhuang.hmcl.ui.ToolbarListPageSkin.wrap;
 import static org.jackhuang.hmcl.util.logging.Logger.LOG;
@@ -150,6 +153,9 @@ public final class VersionsPage extends BorderPane implements WizardPage, Refres
                     list.getStyleClass().add("jfx-list-view-float");
                     VBox.setVgrow(list, Priority.ALWAYS);
 
+                    // ListViewBehavior would consume ESC pressed event, preventing us from handling it, so we ignore it here
+                    ignoreEvent(list, KeyEvent.KEY_PRESSED, e -> e.getCode() == KeyCode.ESCAPE);
+
                     centrePane.getContent().setAll(checkPane, list);
                 }
 
diff --git a/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/DatapackListPageSkin.java b/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/DatapackListPageSkin.java
index 4baa9f316..dc6241f23 100644
--- a/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/DatapackListPageSkin.java
+++ b/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/DatapackListPageSkin.java
@@ -27,6 +27,8 @@ import javafx.geometry.Insets;
 import javafx.geometry.Pos;
 import javafx.scene.control.SelectionMode;
 import javafx.scene.control.SkinBase;
+import javafx.scene.input.KeyCode;
+import javafx.scene.input.KeyEvent;
 import javafx.scene.layout.BorderPane;
 import javafx.scene.layout.HBox;
 import javafx.scene.layout.Region;
@@ -38,6 +40,7 @@ import org.jackhuang.hmcl.ui.construct.SpinnerPane;
 import org.jackhuang.hmcl.ui.construct.TwoLineListItem;
 import org.jackhuang.hmcl.util.StringUtils;
 
+import static org.jackhuang.hmcl.ui.FXUtils.ignoreEvent;
 import static org.jackhuang.hmcl.ui.ToolbarListPageSkin.createToolbarButton;
 import static org.jackhuang.hmcl.util.i18n.I18n.i18n;
 
@@ -110,6 +113,9 @@ class DatapackListPageSkin extends SkinBase<DatapackListPage> {
             listView.getSelectionModel().setSelectionMode(SelectionMode.MULTIPLE);
             Bindings.bindContent(listView.getItems(), skinnable.getItems());
 
+            // ListViewBehavior would consume ESC pressed event, preventing us from handling it, so we ignore it here
+            ignoreEvent(listView, KeyEvent.KEY_PRESSED, e -> e.getCode() == KeyCode.ESCAPE);
+
             center.setContent(listView);
             root.setCenter(center);
         }
diff --git a/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/DownloadListPage.java b/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/DownloadListPage.java
index dffe893a3..e1fe3ae8f 100644
--- a/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/DownloadListPage.java
+++ b/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/DownloadListPage.java
@@ -36,6 +36,8 @@ import javafx.scene.control.Label;
 import javafx.scene.control.Skin;
 import javafx.scene.control.SkinBase;
 import javafx.scene.image.ImageView;
+import javafx.scene.input.KeyCode;
+import javafx.scene.input.KeyEvent;
 import javafx.scene.layout.*;
 import org.jackhuang.hmcl.game.Version;
 import org.jackhuang.hmcl.mod.RemoteMod;
@@ -64,6 +66,7 @@ import java.util.Locale;
 import java.util.Optional;
 import java.util.stream.Collectors;
 
+import static org.jackhuang.hmcl.ui.FXUtils.ignoreEvent;
 import static org.jackhuang.hmcl.ui.FXUtils.stringConverter;
 import static org.jackhuang.hmcl.util.i18n.I18n.i18n;
 import static org.jackhuang.hmcl.util.javafx.ExtendedProperties.selectedItemPropertyFor;
@@ -493,6 +496,9 @@ public class DownloadListPage extends Control implements DecoratorPage, VersionP
                     RemoteMod selectedItem = listView.getSelectionModel().getSelectedItem();
                     Controllers.navigate(new DownloadPage(getSkinnable(), selectedItem, getSkinnable().getProfileVersion(), getSkinnable().callback));
                 });
+
+                // ListViewBehavior would consume ESC pressed event, preventing us from handling it, so we ignore it here
+                ignoreEvent(listView, KeyEvent.KEY_PRESSED, e -> e.getCode() == KeyCode.ESCAPE);
                 listView.setCellFactory(x -> new FloatListCell<RemoteMod>(listView) {
                     TwoLineListItem content = new TwoLineListItem();
                     ImageView imageView = new ImageView();
diff --git a/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/ModListPageSkin.java b/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/ModListPageSkin.java
index 61674d3ed..66d3d6e1d 100644
--- a/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/ModListPageSkin.java
+++ b/HMCL/src/main/java/org/jackhuang/hmcl/ui/versions/ModListPageSkin.java
@@ -31,6 +31,8 @@ import javafx.scene.control.SelectionMode;
 import javafx.scene.control.SkinBase;
 import javafx.scene.image.Image;
 import javafx.scene.image.ImageView;
+import javafx.scene.input.KeyCode;
+import javafx.scene.input.KeyEvent;
 import javafx.scene.layout.HBox;
 import javafx.scene.layout.Priority;
 import javafx.scene.layout.StackPane;
@@ -70,6 +72,7 @@ import java.util.function.Predicate;
 import java.util.regex.Pattern;
 import java.util.stream.Collectors;
 
+import static org.jackhuang.hmcl.ui.FXUtils.ignoreEvent;
 import static org.jackhuang.hmcl.ui.FXUtils.onEscPressed;
 import static org.jackhuang.hmcl.ui.ToolbarListPageSkin.createToolbarButton2;
 import static org.jackhuang.hmcl.util.Lang.mapOf;
@@ -170,6 +173,16 @@ class ModListPageSkin extends SkinBase<ModListPage> {
                             changeToolbar(toolbarSelecting);
                     });
             root.getContent().add(toolbarPane);
+
+            // Clear selection when pressing ESC
+            root.addEventHandler(KeyEvent.KEY_PRESSED, e -> {
+                if (e.getCode() == KeyCode.ESCAPE) {
+                    if (listView.getSelectionModel().getSelectedItem() != null) {
+                        listView.getSelectionModel().clearSelection();
+                        e.consume();
+                    }
+                }
+            });
         }
 
         {
@@ -196,6 +209,10 @@ class ModListPageSkin extends SkinBase<ModListPage> {
                 }
             });
 
+            // ListViewBehavior would consume ESC pressed event, preventing us from handling it
+            // So we ignore it here
+            ignoreEvent(listView, KeyEvent.KEY_PRESSED, e -> e.getCode() == KeyCode.ESCAPE);
+
             center.setContent(listView);
             root.getContent().add(center);
         }