diff --git a/src/ImageSharp/Formats/Tiff/Compression/Decompressors/DeflateTiffCompression.cs b/src/ImageSharp/Formats/Tiff/Compression/Decompressors/DeflateTiffCompression.cs
index 2188913bc3..bb57853d53 100644
--- a/src/ImageSharp/Formats/Tiff/Compression/Decompressors/DeflateTiffCompression.cs
+++ b/src/ImageSharp/Formats/Tiff/Compression/Decompressors/DeflateTiffCompression.cs
@@ -5,8 +5,8 @@
 using System.IO.Compression;
 
 using SixLabors.ImageSharp.Compression.Zlib;
-using SixLabors.ImageSharp.Formats.Tiff.Compression;
 using SixLabors.ImageSharp.Formats.Tiff.Constants;
+using SixLabors.ImageSharp.Formats.Tiff.PhotometricInterpretation;
 using SixLabors.ImageSharp.IO;
 using SixLabors.ImageSharp.Memory;
 
@@ -20,16 +20,24 @@ namespace SixLabors.ImageSharp.Formats.Tiff.Compression.Decompressors
     /// </remarks>
     internal class DeflateTiffCompression : TiffBaseDecompressor
     {
+        private readonly bool isBigEndian;
+
+        private readonly TiffColorType colorType;
+
         /// <summary>
         /// Initializes a new instance of the <see cref="DeflateTiffCompression" /> class.
         /// </summary>
         /// <param name="memoryAllocator">The memoryAllocator to use for buffer allocations.</param>
         /// <param name="width">The image width.</param>
         /// <param name="bitsPerPixel">The bits used per pixel.</param>
+        /// <param name="colorType">The color type of the pixel data.</param>
         /// <param name="predictor">The tiff predictor used.</param>
-        public DeflateTiffCompression(MemoryAllocator memoryAllocator, int width, int bitsPerPixel, TiffPredictor predictor)
+        /// <param name="isBigEndian">if set to <c>true</c> decodes the pixel data as big endian, otherwise as little endian.</param>
+        public DeflateTiffCompression(MemoryAllocator memoryAllocator, int width, int bitsPerPixel, TiffColorType colorType, TiffPredictor predictor, bool isBigEndian)
             : base(memoryAllocator, width, bitsPerPixel, predictor)
         {
+            this.colorType = colorType;
+            this.isBigEndian = isBigEndian;
         }
 
         /// <inheritdoc/>
@@ -62,7 +70,7 @@ protected override void Decompress(BufferedReadStream stream, int byteCount, Spa
 
             if (this.Predictor == TiffPredictor.Horizontal)
             {
-                HorizontalPredictor.Undo(buffer, this.Width, this.BitsPerPixel);
+                HorizontalPredictor.Undo(buffer, this.Width, this.colorType, this.isBigEndian);
             }
         }
 
diff --git a/src/ImageSharp/Formats/Tiff/Compression/Decompressors/LzwTiffCompression.cs b/src/ImageSharp/Formats/Tiff/Compression/Decompressors/LzwTiffCompression.cs
index 7e75dd4f05..2e89396075 100644
--- a/src/ImageSharp/Formats/Tiff/Compression/Decompressors/LzwTiffCompression.cs
+++ b/src/ImageSharp/Formats/Tiff/Compression/Decompressors/LzwTiffCompression.cs
@@ -3,6 +3,7 @@
 
 using System;
 using SixLabors.ImageSharp.Formats.Tiff.Constants;
+using SixLabors.ImageSharp.Formats.Tiff.PhotometricInterpretation;
 using SixLabors.ImageSharp.IO;
 using SixLabors.ImageSharp.Memory;
 
@@ -13,16 +14,24 @@ namespace SixLabors.ImageSharp.Formats.Tiff.Compression.Decompressors
     /// </summary>
     internal class LzwTiffCompression : TiffBaseDecompressor
     {
+        private readonly bool isBigEndian;
+
+        private readonly TiffColorType colorType;
+
         /// <summary>
         /// Initializes a new instance of the <see cref="LzwTiffCompression" /> class.
         /// </summary>
         /// <param name="memoryAllocator">The memoryAllocator to use for buffer allocations.</param>
         /// <param name="width">The image width.</param>
         /// <param name="bitsPerPixel">The bits used per pixel.</param>
+        /// <param name="colorType">The color type of the pixel data.</param>
         /// <param name="predictor">The tiff predictor used.</param>
-        public LzwTiffCompression(MemoryAllocator memoryAllocator, int width, int bitsPerPixel, TiffPredictor predictor)
+        /// <param name="isBigEndian">if set to <c>true</c> decodes the pixel data as big endian, otherwise as little endian.</param>
+        public LzwTiffCompression(MemoryAllocator memoryAllocator, int width, int bitsPerPixel, TiffColorType colorType, TiffPredictor predictor, bool isBigEndian)
             : base(memoryAllocator, width, bitsPerPixel, predictor)
         {
+            this.colorType = colorType;
+            this.isBigEndian = isBigEndian;
         }
 
         /// <inheritdoc/>
@@ -33,7 +42,7 @@ protected override void Decompress(BufferedReadStream stream, int byteCount, Spa
 
             if (this.Predictor == TiffPredictor.Horizontal)
             {
-                HorizontalPredictor.Undo(buffer, this.Width, this.BitsPerPixel);
+                HorizontalPredictor.Undo(buffer, this.Width, this.colorType, this.isBigEndian);
             }
         }
 
diff --git a/src/ImageSharp/Formats/Tiff/Compression/HorizontalPredictor.cs b/src/ImageSharp/Formats/Tiff/Compression/HorizontalPredictor.cs
index ae2f17dbb5..e2dbc6ca99 100644
--- a/src/ImageSharp/Formats/Tiff/Compression/HorizontalPredictor.cs
+++ b/src/ImageSharp/Formats/Tiff/Compression/HorizontalPredictor.cs
@@ -2,9 +2,11 @@
 // Licensed under the Apache License, Version 2.0.
 
 using System;
+using System.Buffers.Binary;
 using System.Runtime.CompilerServices;
 using System.Runtime.InteropServices;
-
+using SixLabors.ImageSharp.Formats.Tiff.PhotometricInterpretation;
+using SixLabors.ImageSharp.Formats.Tiff.Utils;
 using SixLabors.ImageSharp.PixelFormats;
 
 namespace SixLabors.ImageSharp.Formats.Tiff.Compression
@@ -19,16 +21,34 @@ internal static class HorizontalPredictor
         /// </summary>
         /// <param name="pixelBytes">Buffer with decompressed pixel data.</param>
         /// <param name="width">The width of the image or strip.</param>
-        /// <param name="bitsPerPixel">Bits per pixel.</param>
-        public static void Undo(Span<byte> pixelBytes, int width, int bitsPerPixel)
+        /// <param name="colorType">The color type of the pixel data.</param>
+        /// <param name="isBigEndian">if set to <c>true</c> decodes the pixel data as big endian, otherwise as little endian.</param>
+        public static void Undo(Span<byte> pixelBytes, int width, TiffColorType colorType, bool isBigEndian)
         {
-            if (bitsPerPixel == 8)
-            {
-                Undo8Bit(pixelBytes, width);
-            }
-            else if (bitsPerPixel == 24)
+            switch (colorType)
             {
-                Undo24Bit(pixelBytes, width);
+                case TiffColorType.BlackIsZero8:
+                case TiffColorType.WhiteIsZero8:
+                case TiffColorType.PaletteColor:
+                    UndoGray8Bit(pixelBytes, width);
+                    break;
+                case TiffColorType.BlackIsZero16:
+                case TiffColorType.WhiteIsZero16:
+                    UndoGray16Bit(pixelBytes, width, isBigEndian);
+                    break;
+                case TiffColorType.BlackIsZero32:
+                case TiffColorType.WhiteIsZero32:
+                    UndoGray32Bit(pixelBytes, width, isBigEndian);
+                    break;
+                case TiffColorType.Rgb888:
+                    UndoRgb24Bit(pixelBytes, width);
+                    break;
+                case TiffColorType.Rgb161616:
+                    UndoRgb48Bit(pixelBytes, width, isBigEndian);
+                    break;
+                case TiffColorType.Rgb323232:
+                    UndoRgb96Bit(pixelBytes, width, isBigEndian);
+                    break;
             }
         }
 
@@ -93,7 +113,7 @@ private static void ApplyHorizontalPrediction8Bit(Span<byte> rows, int width)
             }
         }
 
-        private static void Undo8Bit(Span<byte> pixelBytes, int width)
+        private static void UndoGray8Bit(Span<byte> pixelBytes, int width)
         {
             int rowBytesCount = width;
             int height = pixelBytes.Length / rowBytesCount;
@@ -110,7 +130,95 @@ private static void Undo8Bit(Span<byte> pixelBytes, int width)
             }
         }
 
-        private static void Undo24Bit(Span<byte> pixelBytes, int width)
+        private static void UndoGray16Bit(Span<byte> pixelBytes, int width, bool isBigEndian)
+        {
+            int rowBytesCount = width * 2;
+            int height = pixelBytes.Length / rowBytesCount;
+            if (isBigEndian)
+            {
+                for (int y = 0; y < height; y++)
+                {
+                    int offset = 0;
+                    Span<byte> rowBytes = pixelBytes.Slice(y * rowBytesCount, rowBytesCount);
+                    ushort pixelValue = TiffUtils.ConvertToUShortBigEndian(rowBytes.Slice(offset, 2));
+                    offset += 2;
+
+                    for (int x = 1; x < width; x++)
+                    {
+                        Span<byte> rowSpan = rowBytes.Slice(offset, 2);
+                        ushort diff = TiffUtils.ConvertToUShortBigEndian(rowSpan);
+                        pixelValue += diff;
+                        BinaryPrimitives.WriteUInt16BigEndian(rowSpan, pixelValue);
+                        offset += 2;
+                    }
+                }
+            }
+            else
+            {
+                for (int y = 0; y < height; y++)
+                {
+                    int offset = 0;
+                    Span<byte> rowBytes = pixelBytes.Slice(y * rowBytesCount, rowBytesCount);
+                    ushort pixelValue = TiffUtils.ConvertToUShortLittleEndian(rowBytes.Slice(offset, 2));
+                    offset += 2;
+
+                    for (int x = 1; x < width; x++)
+                    {
+                        Span<byte> rowSpan = rowBytes.Slice(offset, 2);
+                        ushort diff = TiffUtils.ConvertToUShortLittleEndian(rowSpan);
+                        pixelValue += diff;
+                        BinaryPrimitives.WriteUInt16LittleEndian(rowSpan, pixelValue);
+                        offset += 2;
+                    }
+                }
+            }
+        }
+
+        private static void UndoGray32Bit(Span<byte> pixelBytes, int width, bool isBigEndian)
+        {
+            int rowBytesCount = width * 4;
+            int height = pixelBytes.Length / rowBytesCount;
+            if (isBigEndian)
+            {
+                for (int y = 0; y < height; y++)
+                {
+                    int offset = 0;
+                    Span<byte> rowBytes = pixelBytes.Slice(y * rowBytesCount, rowBytesCount);
+                    uint pixelValue = TiffUtils.ConvertToUIntBigEndian(rowBytes.Slice(offset, 4));
+                    offset += 4;
+
+                    for (int x = 1; x < width; x++)
+                    {
+                        Span<byte> rowSpan = rowBytes.Slice(offset, 4);
+                        uint diff = TiffUtils.ConvertToUIntBigEndian(rowSpan);
+                        pixelValue += diff;
+                        BinaryPrimitives.WriteUInt32BigEndian(rowSpan, pixelValue);
+                        offset += 4;
+                    }
+                }
+            }
+            else
+            {
+                for (int y = 0; y < height; y++)
+                {
+                    int offset = 0;
+                    Span<byte> rowBytes = pixelBytes.Slice(y * rowBytesCount, rowBytesCount);
+                    uint pixelValue = TiffUtils.ConvertToUIntLittleEndian(rowBytes.Slice(offset, 4));
+                    offset += 4;
+
+                    for (int x = 1; x < width; x++)
+                    {
+                        Span<byte> rowSpan = rowBytes.Slice(offset, 4);
+                        uint diff = TiffUtils.ConvertToUIntLittleEndian(rowSpan);
+                        pixelValue += diff;
+                        BinaryPrimitives.WriteUInt32LittleEndian(rowSpan, pixelValue);
+                        offset += 4;
+                    }
+                }
+            }
+        }
+
+        private static void UndoRgb24Bit(Span<byte> pixelBytes, int width)
         {
             int rowBytesCount = width * 3;
             int height = pixelBytes.Length / rowBytesCount;
@@ -134,5 +242,157 @@ private static void Undo24Bit(Span<byte> pixelBytes, int width)
                 }
             }
         }
+
+        private static void UndoRgb48Bit(Span<byte> pixelBytes, int width, bool isBigEndian)
+        {
+            int rowBytesCount = width * 6;
+            int height = pixelBytes.Length / rowBytesCount;
+            if (isBigEndian)
+            {
+                for (int y = 0; y < height; y++)
+                {
+                    int offset = 0;
+                    Span<byte> rowBytes = pixelBytes.Slice(y * rowBytesCount, rowBytesCount);
+                    ushort r = TiffUtils.ConvertToUShortBigEndian(rowBytes.Slice(offset, 2));
+                    offset += 2;
+                    ushort g = TiffUtils.ConvertToUShortBigEndian(rowBytes.Slice(offset, 2));
+                    offset += 2;
+                    ushort b = TiffUtils.ConvertToUShortBigEndian(rowBytes.Slice(offset, 2));
+                    offset += 2;
+
+                    for (int x = 1; x < width; x++)
+                    {
+                        Span<byte> rowSpan = rowBytes.Slice(offset, 2);
+                        ushort deltaR = TiffUtils.ConvertToUShortBigEndian(rowSpan);
+                        r += deltaR;
+                        BinaryPrimitives.WriteUInt16BigEndian(rowSpan, r);
+                        offset += 2;
+
+                        rowSpan = rowBytes.Slice(offset, 2);
+                        ushort deltaG = TiffUtils.ConvertToUShortBigEndian(rowSpan);
+                        g += deltaG;
+                        BinaryPrimitives.WriteUInt16BigEndian(rowSpan, g);
+                        offset += 2;
+
+                        rowSpan = rowBytes.Slice(offset, 2);
+                        ushort deltaB = TiffUtils.ConvertToUShortBigEndian(rowSpan);
+                        b += deltaB;
+                        BinaryPrimitives.WriteUInt16BigEndian(rowSpan, b);
+                        offset += 2;
+                    }
+                }
+            }
+            else
+            {
+                for (int y = 0; y < height; y++)
+                {
+                    int offset = 0;
+                    Span<byte> rowBytes = pixelBytes.Slice(y * rowBytesCount, rowBytesCount);
+                    ushort r = TiffUtils.ConvertToUShortLittleEndian(rowBytes.Slice(offset, 2));
+                    offset += 2;
+                    ushort g = TiffUtils.ConvertToUShortLittleEndian(rowBytes.Slice(offset, 2));
+                    offset += 2;
+                    ushort b = TiffUtils.ConvertToUShortLittleEndian(rowBytes.Slice(offset, 2));
+                    offset += 2;
+
+                    for (int x = 1; x < width; x++)
+                    {
+                        Span<byte> rowSpan = rowBytes.Slice(offset, 2);
+                        ushort deltaR = TiffUtils.ConvertToUShortLittleEndian(rowSpan);
+                        r += deltaR;
+                        BinaryPrimitives.WriteUInt16LittleEndian(rowSpan, r);
+                        offset += 2;
+
+                        rowSpan = rowBytes.Slice(offset, 2);
+                        ushort deltaG = TiffUtils.ConvertToUShortLittleEndian(rowSpan);
+                        g += deltaG;
+                        BinaryPrimitives.WriteUInt16LittleEndian(rowSpan, g);
+                        offset += 2;
+
+                        rowSpan = rowBytes.Slice(offset, 2);
+                        ushort deltaB = TiffUtils.ConvertToUShortLittleEndian(rowSpan);
+                        b += deltaB;
+                        BinaryPrimitives.WriteUInt16LittleEndian(rowSpan, b);
+                        offset += 2;
+                    }
+                }
+            }
+        }
+
+        private static void UndoRgb96Bit(Span<byte> pixelBytes, int width, bool isBigEndian)
+        {
+            int rowBytesCount = width * 12;
+            int height = pixelBytes.Length / rowBytesCount;
+            if (isBigEndian)
+            {
+                for (int y = 0; y < height; y++)
+                {
+                    int offset = 0;
+                    Span<byte> rowBytes = pixelBytes.Slice(y * rowBytesCount, rowBytesCount);
+                    uint r = TiffUtils.ConvertToUIntBigEndian(rowBytes.Slice(offset, 4));
+                    offset += 4;
+                    uint g = TiffUtils.ConvertToUIntBigEndian(rowBytes.Slice(offset, 4));
+                    offset += 4;
+                    uint b = TiffUtils.ConvertToUIntBigEndian(rowBytes.Slice(offset, 4));
+                    offset += 4;
+
+                    for (int x = 1; x < width; x++)
+                    {
+                        Span<byte> rowSpan = rowBytes.Slice(offset, 4);
+                        uint deltaR = TiffUtils.ConvertToUIntBigEndian(rowSpan);
+                        r += deltaR;
+                        BinaryPrimitives.WriteUInt32BigEndian(rowSpan, r);
+                        offset += 4;
+
+                        rowSpan = rowBytes.Slice(offset, 4);
+                        uint deltaG = TiffUtils.ConvertToUIntBigEndian(rowSpan);
+                        g += deltaG;
+                        BinaryPrimitives.WriteUInt32BigEndian(rowSpan, g);
+                        offset += 4;
+
+                        rowSpan = rowBytes.Slice(offset, 4);
+                        uint deltaB = TiffUtils.ConvertToUIntBigEndian(rowSpan);
+                        b += deltaB;
+                        BinaryPrimitives.WriteUInt32BigEndian(rowSpan, b);
+                        offset += 4;
+                    }
+                }
+            }
+            else
+            {
+                for (int y = 0; y < height; y++)
+                {
+                    int offset = 0;
+                    Span<byte> rowBytes = pixelBytes.Slice(y * rowBytesCount, rowBytesCount);
+                    uint r = TiffUtils.ConvertToUIntLittleEndian(rowBytes.Slice(offset, 4));
+                    offset += 4;
+                    uint g = TiffUtils.ConvertToUIntLittleEndian(rowBytes.Slice(offset, 4));
+                    offset += 4;
+                    uint b = TiffUtils.ConvertToUIntLittleEndian(rowBytes.Slice(offset, 4));
+                    offset += 4;
+
+                    for (int x = 1; x < width; x++)
+                    {
+                        Span<byte> rowSpan = rowBytes.Slice(offset, 4);
+                        uint deltaR = TiffUtils.ConvertToUIntLittleEndian(rowSpan);
+                        r += deltaR;
+                        BinaryPrimitives.WriteUInt32LittleEndian(rowSpan, r);
+                        offset += 4;
+
+                        rowSpan = rowBytes.Slice(offset, 4);
+                        uint deltaG = TiffUtils.ConvertToUIntLittleEndian(rowSpan);
+                        g += deltaG;
+                        BinaryPrimitives.WriteUInt32LittleEndian(rowSpan, g);
+                        offset += 4;
+
+                        rowSpan = rowBytes.Slice(offset, 4);
+                        uint deltaB = TiffUtils.ConvertToUIntLittleEndian(rowSpan);
+                        b += deltaB;
+                        BinaryPrimitives.WriteUInt32LittleEndian(rowSpan, b);
+                        offset += 4;
+                    }
+                }
+            }
+        }
     }
 }
diff --git a/src/ImageSharp/Formats/Tiff/Compression/TiffDecompressorsFactory.cs b/src/ImageSharp/Formats/Tiff/Compression/TiffDecompressorsFactory.cs
index ff04edab70..b1562223aa 100644
--- a/src/ImageSharp/Formats/Tiff/Compression/TiffDecompressorsFactory.cs
+++ b/src/ImageSharp/Formats/Tiff/Compression/TiffDecompressorsFactory.cs
@@ -3,6 +3,7 @@
 
 using SixLabors.ImageSharp.Formats.Tiff.Compression.Decompressors;
 using SixLabors.ImageSharp.Formats.Tiff.Constants;
+using SixLabors.ImageSharp.Formats.Tiff.PhotometricInterpretation;
 using SixLabors.ImageSharp.Memory;
 
 namespace SixLabors.ImageSharp.Formats.Tiff.Compression
@@ -15,9 +16,11 @@ public static TiffBaseDecompressor Create(
             TiffPhotometricInterpretation photometricInterpretation,
             int width,
             int bitsPerPixel,
+            TiffColorType colorType,
             TiffPredictor predictor,
             FaxCompressionOptions faxOptions,
-            TiffFillOrder fillOrder)
+            TiffFillOrder fillOrder,
+            ByteOrder byteOrder)
         {
             switch (method)
             {
@@ -33,11 +36,11 @@ public static TiffBaseDecompressor Create(
 
                 case TiffDecoderCompressionType.Deflate:
                     DebugGuard.IsTrue(faxOptions == FaxCompressionOptions.None, "No fax compression options are expected");
-                    return new DeflateTiffCompression(allocator, width, bitsPerPixel, predictor);
+                    return new DeflateTiffCompression(allocator, width, bitsPerPixel, colorType, predictor, byteOrder == ByteOrder.BigEndian);
 
                 case TiffDecoderCompressionType.Lzw:
                     DebugGuard.IsTrue(faxOptions == FaxCompressionOptions.None, "No fax compression options are expected");
-                    return new LzwTiffCompression(allocator, width, bitsPerPixel, predictor);
+                    return new LzwTiffCompression(allocator, width, bitsPerPixel, colorType, predictor, byteOrder == ByteOrder.BigEndian);
 
                 case TiffDecoderCompressionType.T4:
                     DebugGuard.IsTrue(predictor == TiffPredictor.None, "Predictor should only be used with lzw or deflate compression");
diff --git a/src/ImageSharp/Formats/Tiff/TiffDecoderCore.cs b/src/ImageSharp/Formats/Tiff/TiffDecoderCore.cs
index 065f9d72f2..ce8e58798e 100644
--- a/src/ImageSharp/Formats/Tiff/TiffDecoderCore.cs
+++ b/src/ImageSharp/Formats/Tiff/TiffDecoderCore.cs
@@ -280,9 +280,11 @@ private void DecodeStripsPlanar<TPixel>(ImageFrame<TPixel> frame, int rowsPerStr
                     this.PhotometricInterpretation,
                     frame.Width,
                     bitsPerPixel,
+                    this.ColorType,
                     this.Predictor,
                     this.FaxCompressionOptions,
-                    this.FillOrder);
+                    this.FillOrder,
+                    this.byteOrder);
 
                 TiffBasePlanarColorDecoder<TPixel> colorDecoder = TiffColorDecoderFactory<TPixel>.CreatePlanar(this.ColorType, this.BitsPerSample, this.ColorMap, this.byteOrder);
 
@@ -331,9 +333,11 @@ private void DecodeStripsChunky<TPixel>(ImageFrame<TPixel> frame, int rowsPerStr
                 this.PhotometricInterpretation,
                 frame.Width,
                 bitsPerPixel,
+                this.ColorType,
                 this.Predictor,
                 this.FaxCompressionOptions,
-                this.FillOrder);
+                this.FillOrder,
+                this.byteOrder);
 
             TiffBaseColorDecoder<TPixel> colorDecoder = TiffColorDecoderFactory<TPixel>.Create(this.Configuration, this.ColorType, this.BitsPerSample, this.ColorMap, this.byteOrder);
 
diff --git a/tests/ImageSharp.Tests/Formats/Tiff/Compression/DeflateTiffCompressionTests.cs b/tests/ImageSharp.Tests/Formats/Tiff/Compression/DeflateTiffCompressionTests.cs
index 782a504d58..c93a2018df 100644
--- a/tests/ImageSharp.Tests/Formats/Tiff/Compression/DeflateTiffCompressionTests.cs
+++ b/tests/ImageSharp.Tests/Formats/Tiff/Compression/DeflateTiffCompressionTests.cs
@@ -5,6 +5,7 @@
 using SixLabors.ImageSharp.Compression.Zlib;
 using SixLabors.ImageSharp.Formats.Tiff.Compression.Decompressors;
 using SixLabors.ImageSharp.Formats.Tiff.Constants;
+using SixLabors.ImageSharp.Formats.Tiff.PhotometricInterpretation;
 using SixLabors.ImageSharp.IO;
 
 using Xunit;
@@ -26,7 +27,7 @@ public void Compress_Decompress_Roundtrip_Works(byte[] data)
             {
                 var buffer = new byte[data.Length];
 
-                using var decompressor = new DeflateTiffCompression(Configuration.Default.MemoryAllocator, 10, 8, TiffPredictor.None);
+                using var decompressor = new DeflateTiffCompression(Configuration.Default.MemoryAllocator, 10, 8, TiffColorType.BlackIsZero8, TiffPredictor.None, false);
 
                 decompressor.Decompress(stream, 0, (uint)stream.Length, buffer);
 
diff --git a/tests/ImageSharp.Tests/Formats/Tiff/Compression/LzwTiffCompressionTests.cs b/tests/ImageSharp.Tests/Formats/Tiff/Compression/LzwTiffCompressionTests.cs
index bf585e9c8f..5ea75d9a84 100644
--- a/tests/ImageSharp.Tests/Formats/Tiff/Compression/LzwTiffCompressionTests.cs
+++ b/tests/ImageSharp.Tests/Formats/Tiff/Compression/LzwTiffCompressionTests.cs
@@ -5,6 +5,7 @@
 using SixLabors.ImageSharp.Formats.Tiff.Compression.Compressors;
 using SixLabors.ImageSharp.Formats.Tiff.Compression.Decompressors;
 using SixLabors.ImageSharp.Formats.Tiff.Constants;
+using SixLabors.ImageSharp.Formats.Tiff.PhotometricInterpretation;
 using SixLabors.ImageSharp.IO;
 using Xunit;
 
@@ -38,7 +39,7 @@ public void Compress_Decompress_Roundtrip_Works(byte[] data)
             using BufferedReadStream stream = CreateCompressedStream(data);
             var buffer = new byte[data.Length];
 
-            using var decompressor = new LzwTiffCompression(Configuration.Default.MemoryAllocator, 10, 8, TiffPredictor.None);
+            using var decompressor = new LzwTiffCompression(Configuration.Default.MemoryAllocator, 10, 8, TiffColorType.BlackIsZero8, TiffPredictor.None, false);
             decompressor.Decompress(stream, 0, (uint)stream.Length, buffer);
 
             Assert.Equal(data, buffer);
diff --git a/tests/ImageSharp.Tests/Formats/Tiff/TiffDecoderTests.cs b/tests/ImageSharp.Tests/Formats/Tiff/TiffDecoderTests.cs
index 9494a853d3..176f8c1ae6 100644
--- a/tests/ImageSharp.Tests/Formats/Tiff/TiffDecoderTests.cs
+++ b/tests/ImageSharp.Tests/Formats/Tiff/TiffDecoderTests.cs
@@ -161,6 +161,12 @@ public void TiffDecoder_CanDecode_14Bit_Gray<TPixel>(TestImageProvider<TPixel> p
         public void TiffDecoder_CanDecode_16Bit_Gray<TPixel>(TestImageProvider<TPixel> provider)
             where TPixel : unmanaged, IPixel<TPixel> => TestTiffDecoder(provider);
 
+        [Theory]
+        [WithFile(Flower16BitGrayPredictorBigEndian, PixelTypes.Rgba32)]
+        [WithFile(Flower16BitGrayPredictorLittleEndian, PixelTypes.Rgba32)]
+        public void TiffDecoder_CanDecode_16Bit_Gray_WithPredictor<TPixel>(TestImageProvider<TPixel> provider)
+            where TPixel : unmanaged, IPixel<TPixel> => TestTiffDecoder(provider);
+
         [Theory]
         [WithFile(Flower24BitGray, PixelTypes.Rgba32)]
         [WithFile(Flower24BitGrayLittleEndian, PixelTypes.Rgba32)]
@@ -191,6 +197,17 @@ public void TiffDecoder_CanDecode_32Bit_Gray<TPixel>(TestImageProvider<TPixel> p
             image.DebugSave(provider);
         }
 
+        [Theory]
+        [WithFile(Flower32BitGrayPredictorBigEndian, PixelTypes.Rgba32)]
+        [WithFile(Flower32BitGrayPredictorLittleEndian, PixelTypes.Rgba32)]
+        public void TiffDecoder_CanDecode_32Bit_Gray_WithPredictor<TPixel>(TestImageProvider<TPixel> provider)
+            where TPixel : unmanaged, IPixel<TPixel>
+        {
+            // Note: because the MagickReferenceDecoder fails to load the image, we only debug save them.
+            using Image<TPixel> image = provider.GetImage();
+            image.DebugSave(provider);
+        }
+
         [Theory]
         [WithFile(FlowerRgb121212Contiguous, PixelTypes.Rgba32)]
         public void TiffDecoder_CanDecode_36Bit<TPixel>(TestImageProvider<TPixel> provider)
@@ -211,6 +228,12 @@ public void TiffDecoder_CanDecode_42Bit<TPixel>(TestImageProvider<TPixel> provid
         public void TiffDecoder_CanDecode_48Bit<TPixel>(TestImageProvider<TPixel> provider)
             where TPixel : unmanaged, IPixel<TPixel> => TestTiffDecoder(provider);
 
+        [Theory]
+        [WithFile(FlowerRgb161616PredictorBigEndian, PixelTypes.Rgba32)]
+        [WithFile(FlowerRgb161616PredictorLittleEndian, PixelTypes.Rgba32)]
+        public void TiffDecoder_CanDecode_48Bit_WithPredictor<TPixel>(TestImageProvider<TPixel> provider)
+            where TPixel : unmanaged, IPixel<TPixel> => TestTiffDecoder(provider);
+
         [Theory]
         [WithFile(FlowerRgb242424Contiguous, PixelTypes.Rgba32)]
         [WithFile(FlowerRgb242424ContiguousLittleEndian, PixelTypes.Rgba32)]
@@ -248,6 +271,17 @@ public void TiffDecoder_CanDecode_Float_96Bit<TPixel>(TestImageProvider<TPixel>
             image.DebugSave(provider);
         }
 
+        [Theory]
+        [WithFile(FlowerRgb323232PredictorBigEndian, PixelTypes.Rgba32)]
+        [WithFile(FlowerRgb323232PredictorLittleEndian, PixelTypes.Rgba32)]
+        public void TiffDecoder_CanDecode_96Bit_WithPredictor<TPixel>(TestImageProvider<TPixel> provider)
+            where TPixel : unmanaged, IPixel<TPixel>
+        {
+            // Note: because the MagickReferenceDecoder fails to load the image, we only debug save them.
+            using Image<TPixel> image = provider.GetImage();
+            image.DebugSave(provider);
+        }
+
         [Theory]
         [WithFile(Flower32BitFloatGray, PixelTypes.Rgba32)]
         [WithFile(Flower32BitFloatGrayLittleEndian, PixelTypes.Rgba32)]
diff --git a/tests/ImageSharp.Tests/TestImages.cs b/tests/ImageSharp.Tests/TestImages.cs
index 8042f5e825..a41150a61d 100644
--- a/tests/ImageSharp.Tests/TestImages.cs
+++ b/tests/ImageSharp.Tests/TestImages.cs
@@ -571,12 +571,16 @@ public static class Tiff
             public const string FlowerRgb323232ContiguousLittleEndian = "Tiff/flower-rgb-contig-32_lsb.tiff";
             public const string FlowerRgb323232Planar = "Tiff/flower-rgb-planar-32.tiff";
             public const string FlowerRgb323232PlanarLittleEndian = "Tiff/flower-rgb-planar-32_lsb.tiff";
+            public const string FlowerRgb323232PredictorBigEndian = "Tiff/flower-rgb-contig-32_msb_zip_predictor.tiff";
+            public const string FlowerRgb323232PredictorLittleEndian = "Tiff/flower-rgb-contig-32_lsb_zip_predictor.tiff";
             public const string FlowerRgb242424Planar = "Tiff/flower-rgb-planar-24.tiff";
             public const string FlowerRgb242424PlanarLittleEndian = "Tiff/flower-rgb-planar-24_lsb.tiff";
             public const string FlowerRgb242424Contiguous = "Tiff/flower-rgb-contig-24.tiff";
             public const string FlowerRgb242424ContiguousLittleEndian = "Tiff/flower-rgb-contig-24_lsb.tiff";
             public const string FlowerRgb161616Contiguous = "Tiff/flower-rgb-contig-16.tiff";
             public const string FlowerRgb161616ContiguousLittleEndian = "Tiff/flower-rgb-contig-16_lsb.tiff";
+            public const string FlowerRgb161616PredictorBigEndian = "Tiff/flower-rgb-contig-16_msb_zip_predictor.tiff";
+            public const string FlowerRgb161616PredictorLittleEndian = "Tiff/flower-rgb-contig-16_lsb_zip_predictor.tiff";
             public const string FlowerRgb161616Planar = "Tiff/flower-rgb-planar-16.tiff";
             public const string FlowerRgb161616PlanarLittleEndian = "Tiff/flower-rgb-planar-16_lsb.tiff";
             public const string FlowerRgb141414Contiguous = "Tiff/flower-rgb-contig-14.tiff";
@@ -602,6 +606,8 @@ public static class Tiff
             public const string Flower16BitGray = "Tiff/flower-minisblack-16.tiff";
             public const string Flower16BitGrayLittleEndian = "Tiff/flower-minisblack-16_lsb.tiff";
             public const string Flower16BitGrayMinIsWhiteLittleEndian = "Tiff/flower-miniswhite-16_lsb.tiff";
+            public const string Flower16BitGrayPredictorBigEndian = "Tiff/flower-minisblack-16_msb_lzw_predictor.tiff";
+            public const string Flower16BitGrayPredictorLittleEndian = "Tiff/flower-minisblack-16_lsb_lzw_predictor.tiff";
             public const string Flower16BitGrayMinIsWhiteBigEndian = "Tiff/flower-miniswhite-16_msb.tiff";
             public const string Flower24BitGray = "Tiff/flower-minisblack-24_msb.tiff";
             public const string Flower24BitGrayLittleEndian = "Tiff/flower-minisblack-24_lsb.tiff";
@@ -613,6 +619,8 @@ public static class Tiff
             public const string Flower32BitFloatGrayMinIsWhiteLittleEndian = "Tiff/flower-miniswhite-float32_lsb.tiff";
             public const string Flower32BitGrayMinIsWhite = "Tiff/flower-miniswhite-32_msb.tiff";
             public const string Flower32BitGrayMinIsWhiteLittleEndian = "Tiff/flower-miniswhite-32_lsb.tiff";
+            public const string Flower32BitGrayPredictorBigEndian = "Tiff/flower-minisblack-32_msb_deflate_predictor.tiff";
+            public const string Flower32BitGrayPredictorLittleEndian = "Tiff/flower-minisblack-32_lsb_deflate_predictor.tiff";
 
             public const string Issues1716Rgb161616BitLittleEndian = "Tiff/Issues/Issue1716.tiff";
 
diff --git a/tests/Images/Input/Tiff/flower-minisblack-16_lsb_lzw_predictor.tiff b/tests/Images/Input/Tiff/flower-minisblack-16_lsb_lzw_predictor.tiff
new file mode 100644
index 0000000000..e28ccda483
--- /dev/null
+++ b/tests/Images/Input/Tiff/flower-minisblack-16_lsb_lzw_predictor.tiff
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:263da6b84862af1bc23f2631e648b1a629b5571b253c82f3ea64f44e9b7b1fe6
+size 8478
diff --git a/tests/Images/Input/Tiff/flower-minisblack-16_msb_lzw_predictor.tiff b/tests/Images/Input/Tiff/flower-minisblack-16_msb_lzw_predictor.tiff
new file mode 100644
index 0000000000..144f96887b
--- /dev/null
+++ b/tests/Images/Input/Tiff/flower-minisblack-16_msb_lzw_predictor.tiff
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e67ac19cbdeb8585b204ee958edc7679a92c2b415a1a2c6051f14fe2966f933c
+size 8504
diff --git a/tests/Images/Input/Tiff/flower-minisblack-32_lsb_deflate_predictor.tiff b/tests/Images/Input/Tiff/flower-minisblack-32_lsb_deflate_predictor.tiff
new file mode 100644
index 0000000000..2dc9e8092a
--- /dev/null
+++ b/tests/Images/Input/Tiff/flower-minisblack-32_lsb_deflate_predictor.tiff
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5e7998cc985ef11ab9da410f18dcfb6b9a3169fb1ec01f9e61aa38d8ee4cfb6
+size 12704
diff --git a/tests/Images/Input/Tiff/flower-minisblack-32_msb_deflate_predictor.tiff b/tests/Images/Input/Tiff/flower-minisblack-32_msb_deflate_predictor.tiff
new file mode 100644
index 0000000000..f87c74c721
--- /dev/null
+++ b/tests/Images/Input/Tiff/flower-minisblack-32_msb_deflate_predictor.tiff
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:630e7f46655b6e61c4de7d56946a3a9225db68f776f9062ff2d5372547cc7c02
+size 12704
diff --git a/tests/Images/Input/Tiff/flower-rgb-contig-16_lsb_zip_predictor.tiff b/tests/Images/Input/Tiff/flower-rgb-contig-16_lsb_zip_predictor.tiff
new file mode 100644
index 0000000000..69fe133f8c
--- /dev/null
+++ b/tests/Images/Input/Tiff/flower-rgb-contig-16_lsb_zip_predictor.tiff
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb465c21009def345d192319ba13ba2e1e537310eec3ab2cce680f0d111a4f18
+size 18256
diff --git a/tests/Images/Input/Tiff/flower-rgb-contig-16_msb_zip_predictor.tiff b/tests/Images/Input/Tiff/flower-rgb-contig-16_msb_zip_predictor.tiff
new file mode 100644
index 0000000000..231de2eaad
--- /dev/null
+++ b/tests/Images/Input/Tiff/flower-rgb-contig-16_msb_zip_predictor.tiff
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c098beb9c8f250e9d4f6eb66a3a42f3852ad3ca86aabbdbacfa897d93ec8bc0d
+size 18254
diff --git a/tests/Images/Input/Tiff/flower-rgb-contig-32_lsb_zip_predictor.tiff b/tests/Images/Input/Tiff/flower-rgb-contig-32_lsb_zip_predictor.tiff
new file mode 100644
index 0000000000..ca3fee9da5
--- /dev/null
+++ b/tests/Images/Input/Tiff/flower-rgb-contig-32_lsb_zip_predictor.tiff
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ed60ad91ea70db01789f9dd37745d8a5ab86f72b98637cf2007b4e28a71976f
+size 37632
diff --git a/tests/Images/Input/Tiff/flower-rgb-contig-32_msb_zip_predictor.tiff b/tests/Images/Input/Tiff/flower-rgb-contig-32_msb_zip_predictor.tiff
new file mode 100644
index 0000000000..07a1ae74f7
--- /dev/null
+++ b/tests/Images/Input/Tiff/flower-rgb-contig-32_msb_zip_predictor.tiff
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1086c2ec568c5c3c2b08fcc66691fab017eb6fad109373a1dadd2e12fae86bc8
+size 37630