diff --git a/benchmarks/pom.xml b/benchmarks/pom.xml
index 24b132ae2..39e3248f1 100644
--- a/benchmarks/pom.xml
+++ b/benchmarks/pom.xml
@@ -38,6 +38,13 @@
 			<version>${jmh.version}</version>
 			<scope>provided</scope>
 		</dependency>
+
+		<dependency>
+			<groupId>net.bytebuddy</groupId>
+			<artifactId>byte-buddy</artifactId>
+			<version>1.9.4</version>
+		</dependency>
+
 	</dependencies>
 
 	<build>
diff --git a/benchmarks/src/main/java/com/esotericsoftware/kryo/benchmarks/utils/FastGetIntMapBenchmark.java b/benchmarks/src/main/java/com/esotericsoftware/kryo/benchmarks/utils/FastGetIntMapBenchmark.java
new file mode 100644
index 000000000..7b3d59a8c
--- /dev/null
+++ b/benchmarks/src/main/java/com/esotericsoftware/kryo/benchmarks/utils/FastGetIntMapBenchmark.java
@@ -0,0 +1,198 @@
+package com.esotericsoftware.kryo.benchmarks.utils;
+
+import com.esotericsoftware.kryo.util.*;
+
+import java.util.*;
+import java.util.stream.Collectors;
+import java.util.stream.IntStream;
+
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.Level;
+import org.openjdk.jmh.annotations.Param;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+import org.openjdk.jmh.infra.Blackhole;
+
+import net.bytebuddy.ByteBuddy;
+import net.bytebuddy.implementation.FixedValue;
+import net.bytebuddy.matcher.ElementMatchers;
+
+//  mvn -f benchmarks/pom.xml compile exec:java -Dexec.args="-f 3 -wi 6 -i 3 -t 2 -w 2s -r 2 FastGetObjectMapBenchmark.read"
+public class FastGetIntMapBenchmark {
+    
+    @Benchmark
+    public void read (ReadBenchmarkState state, Blackhole blackhole) {
+        state.read(blackhole);
+    }
+    
+    @Benchmark
+    public void write (BenchmarkState state, Blackhole blackhole) {
+        state.write(blackhole);
+    }
+    
+    @Benchmark
+    public void writeRead (BenchmarkState state, Blackhole blackhole) {
+        state.readWrite(blackhole);
+    }
+    
+    @State(Scope.Thread)
+    public static class AbstractBenchmarkState {
+        @Param({"500", "1000", "3000", "10000"}) public int numClasses;
+        @Param({"2048"}) public int maxCapacity;
+        @Param({"intMap", "fastGetIntMap"}) public MapType mapType;
+        
+        IntObjectMapAdapter<Object> map;
+        Object[] classes;
+        List<Integer> integers;
+    }
+    
+    @State(Scope.Thread)
+    public static class BenchmarkState extends AbstractBenchmarkState {
+        
+        @Setup(Level.Trial)
+        public void setup () {
+            map = createMap(mapType, maxCapacity);
+            classes = IntStream.rangeClosed(0, numClasses).mapToObj(FastGetIntMapBenchmark::buildClass).toArray();
+            integers = IntStream.rangeClosed(0, numClasses).boxed().collect(Collectors.toList());
+        }
+        
+        public void write (Blackhole blackhole) {
+            integers.stream()
+                    .map(id -> map.put(id, classes[id]))
+                    .forEach(blackhole::consume);
+        }
+        
+        public void readWrite (Blackhole blackhole) {
+            // read
+            integers.stream()
+                    .map(id -> map.put(id, classes[id]))
+                    .forEach(blackhole::consume);
+            
+            final Random random = new Random();
+            for (int i = 0; i < numClasses; i++) {
+                int key = random.nextInt(numClasses - 1);
+                blackhole.consume(map.get(key));
+            }
+            
+            map.clear();
+        }
+    }
+    
+    @State(Scope.Thread)
+    public static class ReadBenchmarkState extends AbstractBenchmarkState {
+        
+        @Setup(Level.Iteration)
+        public void setup () {
+            map = createMap(mapType, maxCapacity);
+            classes = IntStream.rangeClosed(0, numClasses).mapToObj(FastGetIntMapBenchmark::buildClass).toArray();
+            integers = IntStream.rangeClosed(0, numClasses).boxed().collect(Collectors.toList());
+        }
+        
+        @Setup(Level.Invocation)
+        public void shuffle(){
+            Collections.shuffle(integers);
+        }
+        
+        public void read (Blackhole blackhole) {
+            integers.stream()
+                    .limit(500)
+                    .map(map::get)
+                    .forEach(blackhole::consume);
+        }
+    }
+    
+    public enum MapType {
+        fastGetIntMap, intMap
+    }
+    
+    
+    
+    interface IntObjectMapAdapter<V> {
+        V get (int key);
+        
+        V put (int key, V value);
+        
+        void clear();
+        
+    }
+    
+    static class IntMapAdapter<V> implements IntObjectMapAdapter<V> {
+        private final IntMap<V> delegate;
+        private final int maxCapacity;
+        
+        public IntMapAdapter (IntMap<V> delegate, int maxCapacity) {
+            this.delegate = delegate;
+            this.maxCapacity = maxCapacity;
+        }
+        
+        @Override
+        public V get (int key) {
+            return delegate.get(key, null);
+        }
+        
+        @Override
+        public V put (int key, V value) {
+            delegate.put(key, value);
+            return null;
+        }
+    
+        @Override
+        public void clear() {
+            delegate.clear(maxCapacity);
+        }
+    }
+    
+    static class FstGetIntMapAdapter<V> implements IntObjectMapAdapter<V> {
+        private final FastGetIntMap<V> delegate;
+        private final int maxCapacity;
+        
+        public FstGetIntMapAdapter (FastGetIntMap<V> delegate, int maxCapacity) {
+            this.delegate = delegate;
+            this.maxCapacity = maxCapacity;
+        }
+        
+        @Override
+        public V get (int key) {
+            return delegate.get(key, null);
+        }
+        
+        @Override
+        public V put (int key, V value) {
+            delegate.put(key, value);
+            return null;
+        }
+        
+        @Override
+        public void clear() {
+            delegate.clear(maxCapacity);
+        }
+    }
+    
+    
+    private static IntObjectMapAdapter<Object> createMap (MapType mapType, int maxCapacity) {
+        switch (mapType) {
+            case intMap:
+                return new IntMapAdapter<>(new IntMap<>(), maxCapacity);
+            case fastGetIntMap:
+                return new FstGetIntMapAdapter<>(new FastGetIntMap<>(), maxCapacity);
+            default:
+                throw new IllegalStateException("Unexpected value: " + mapType);
+        }
+    }
+    
+    
+    private static Class<?> buildClass (int i) {
+        return new ByteBuddy()
+                .subclass(Object.class)
+                .method(ElementMatchers.named("toString"))
+                .intercept(FixedValue.value(String.valueOf(i)))
+                .make()
+                .load(FastGetIntMapBenchmark.class.getClassLoader())
+                .getLoaded();
+    }
+    
+    
+    
+    
+}
\ No newline at end of file
diff --git a/src/com/esotericsoftware/kryo/Kryo.java b/src/com/esotericsoftware/kryo/Kryo.java
index 8c8264540..8e20325f9 100644
--- a/src/com/esotericsoftware/kryo/Kryo.java
+++ b/src/com/esotericsoftware/kryo/Kryo.java
@@ -287,7 +287,7 @@ public void addDefaultSerializer (Class type, SerializerFactory serializerFactor
 	/** Instances with the specified class name will use the specified serializer when {@link #register(Class)} or
 	 * {@link #register(Class, int)} are called.
 	 * @see #setDefaultSerializer(Class) */
-	private void addDefaultSerializer(String className, Class<? extends Serializer> serializer) {
+	private void addDefaultSerializer (String className, Class<? extends Serializer> serializer) {
 		try {
 			addDefaultSerializer(Class.forName(className), serializer);
 		} catch (ClassNotFoundException e) {
diff --git a/src/com/esotericsoftware/kryo/util/DefaultClassResolver.java b/src/com/esotericsoftware/kryo/util/DefaultClassResolver.java
index f51755e32..d95a5c7db 100644
--- a/src/com/esotericsoftware/kryo/util/DefaultClassResolver.java
+++ b/src/com/esotericsoftware/kryo/util/DefaultClassResolver.java
@@ -38,7 +38,6 @@ public class DefaultClassResolver implements ClassResolver {
 
 	protected final IntMap<Registration> idToRegistration = new IntMap<>();
 	protected final CuckooObjectMap<Class, Registration> classToRegistration = new CuckooObjectMap<>();
-
 	protected IdentityObjectIntMap<Class> classToNameId;
 	protected IntMap<Class> nameIdToClass;
 	protected ObjectMap<String, Class> nameToClass;
@@ -165,7 +164,7 @@ public Registration readClass (Input input) {
 
 	protected Registration readName (Input input) {
 		int nameId = input.readVarInt(true);
-		if (nameIdToClass == null) nameIdToClass = new IntMap<>();
+		if (nameIdToClass == null) nameIdToClass = new FastGetIntMap<>();
 		Class type = nameIdToClass.get(nameId);
 		if (type == null) {
 			// Only read the class name the first time encountered in object graph.
diff --git a/src/com/esotericsoftware/kryo/util/FastGetIntMap.java b/src/com/esotericsoftware/kryo/util/FastGetIntMap.java
new file mode 100644
index 000000000..09ae0cf8d
--- /dev/null
+++ b/src/com/esotericsoftware/kryo/util/FastGetIntMap.java
@@ -0,0 +1,54 @@
+package com.esotericsoftware.kryo.util;
+
+public class FastGetIntMap<V> extends IntMap<V> {
+    /** Creates a new map with an initial capacity of 51 and a load factor of 0.8. */
+    public FastGetIntMap () {
+        this(51, 0.8f);
+    }
+    
+    /** Creates a new map with a load factor of 0.8.
+     * @param initialCapacity If not a power of two, it is increased to the next nearest power of two. */
+    public FastGetIntMap (int initialCapacity) {
+        this(initialCapacity, 0.8f);
+    }
+    
+    /** Creates a new map with a initial load factor of 0.8(which may be overloaded in resize funtion).
+     * @param initialCapacity If not a power of two, it is increased to the next nearest power of two. */
+    public FastGetIntMap (int initialCapacity, float initialLoadFactor) {
+        super(initialCapacity, initialLoadFactor);
+    }
+    
+    /** Returns the value for the specified key, or null if the key is not in the map. unroll because of better performance
+     * (benchmark shows about 2% higher performance) */
+    @Override
+    @Null
+    public V get (int key) {
+        if (key == 0) return hasZeroValue ? zeroValue : null;
+        int[] keyTable = this.keyTable;
+        for (int i = place(key);; i = i + 1 & mask) {
+            int other = keyTable[i];
+            if (other == key) return valueTable[i]; // Same key was found.
+            if (other == 0) return null; // Empty space is available.
+        }
+    }
+    
+    @Override
+    /** Returns the value for the specified key, or the default value if the key is not in the map. unroll because of better
+     * performance */
+    public V get (int key, @Null V defaultValue) {
+        if (key == 0) return hasZeroValue ? zeroValue : null;
+        int[] keyTable = this.keyTable;
+        for (int i = place(key);; i = i + 1 & mask) {
+            int other = keyTable[i];
+            if (other == key) return valueTable[i]; // Same key was found.
+            if (other == 0) return defaultValue; // Empty space is available.
+        }
+    }
+    
+    /** 1. remove magic number so that minimize the computation cost 2. with low loadFactor, we don't need to consider the hash
+     * collision **/
+    @Override
+    protected int place (int item) {
+        return item & mask;
+    }
+}
diff --git a/src/com/esotericsoftware/kryo/util/FastGetObjectMap.java b/src/com/esotericsoftware/kryo/util/FastGetObjectMap.java
new file mode 100644
index 000000000..94f2b8b89
--- /dev/null
+++ b/src/com/esotericsoftware/kryo/util/FastGetObjectMap.java
@@ -0,0 +1,82 @@
+/* Copyright (c) 2008-2020, Nathan Sweet
+ * All rights reserved.
+ * 
+ * Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following
+ * conditions are met:
+ * 
+ * - Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
+ * - Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following
+ * disclaimer in the documentation and/or other materials provided with the distribution.
+ * - Neither the name of Esoteric Software nor the names of its contributors may be used to endorse or promote products derived
+ * from this software without specific prior written permission.
+ * 
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING,
+ * BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT
+ * SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+ * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+ * NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */
+
+package com.esotericsoftware.kryo.util;
+
+/** this map extends from objectMap, optimized for better reading performance so there will be some tricky optimization **/
+public class FastGetObjectMap<K, V> extends ObjectMap<K, V> {
+	/** Creates a new map with an initial capacity of 51 and a load factor of 0.8. */
+	public FastGetObjectMap () {
+		this(51, 0.8f);
+	}
+
+	/** Creates a new map with a load factor of 0.8.
+	 * @param initialCapacity If not a power of two, it is increased to the next nearest power of two. */
+	public FastGetObjectMap (int initialCapacity) {
+		this(initialCapacity, 0.8f);
+	}
+
+	/** Creates a new map with a initial load factor of 0.8(which may be overloaded in resize funtion).
+	 * @param initialCapacity If not a power of two, it is increased to the next nearest power of two. */
+	public FastGetObjectMap (int initialCapacity, float initialLoadFactor) {
+		super(initialCapacity, initialLoadFactor);
+	}
+
+	/** Returns the value for the specified key, or null if the key is not in the map. unroll because of better performance
+	 * (benchmark shows about 2% higher performance) */
+	@Override
+	@Null
+	public <T extends K> V get (T key) {
+		K[] keyTable = this.keyTable;
+		for (int i = place(key);; i = i + 1 & mask) {
+			K other = keyTable[i];
+			if (key.equals(other)) return valueTable[i]; // Same key was found.
+			if (other == null) return null; // Empty space is available.
+		}
+	}
+
+	@Override
+	/** Returns the value for the specified key, or the default value if the key is not in the map. unroll because of better
+	 * performance */
+	public V get (K key, @Null V defaultValue) {
+		K[] keyTable = this.keyTable;
+		for (int i = place(key);; i = i + 1 & mask) {
+			K other = keyTable[i];
+			if (key.equals(other)) return valueTable[i]; // Same key was found.
+			if (other == null) return defaultValue; // Empty space is available.
+		}
+	}
+
+	/** 1. remove magic number so that minimize the computation cost 2. with low loadFactor, we don't need to consider the hash
+	 * collision **/
+	@Override
+	protected int place (K item) {
+		return item.hashCode() & mask;
+	}
+
+	/* According to previous benchmark, different size have different best loadFactor **/
+	@Override
+	protected float computeLoadFactor (int newSize) {
+		if (newSize <= 2048) {
+			return 0.7f;
+		} else {
+			return 0.5f;
+		}
+	}
+}
diff --git a/src/com/esotericsoftware/kryo/util/ObjectMap.java b/src/com/esotericsoftware/kryo/util/ObjectMap.java
index 60310b16b..300d926cc 100644
--- a/src/com/esotericsoftware/kryo/util/ObjectMap.java
+++ b/src/com/esotericsoftware/kryo/util/ObjectMap.java
@@ -296,8 +296,14 @@ public void ensureCapacity (int additionalCapacity) {
 		if (keyTable.length < tableSize) resize(tableSize);
 	}
 
+	/** Subclass override to dynamically adjust loadFactor, get better performance. */
+	float computeLoadFactor (int newSize) {
+		return loadFactor;
+	}
+
 	final void resize (int newSize) {
 		int oldCapacity = keyTable.length;
+		loadFactor = computeLoadFactor(newSize);
 		threshold = (int)(newSize * loadFactor);
 		mask = newSize - 1;
 		shift = Long.numberOfLeadingZeros(mask);