diff --git a/src/video_core/renderer_vulkan/vk_texture_cache.cpp b/src/video_core/renderer_vulkan/vk_texture_cache.cpp
index b8383fc566..a5455c9a97 100644
--- a/src/video_core/renderer_vulkan/vk_texture_cache.cpp
+++ b/src/video_core/renderer_vulkan/vk_texture_cache.cpp
@@ -1249,183 +1249,80 @@ void TextureCacheRuntime::BlitImage(Framebuffer* dst_framebuffer, ImageView& dst
 }
 
 void TextureCacheRuntime::ConvertImage(Framebuffer* dst, ImageView& dst_view, ImageView& src_view) {
-    if (!dst->RenderPass()) {
-        return;
-    }
-
     switch (dst_view.format) {
-    case PixelFormat::D24_UNORM_S8_UINT:
-        // Handle sRGB source formats
-        if (src_view.format == PixelFormat::A8B8G8R8_SRGB ||
-            src_view.format == PixelFormat::B8G8R8A8_SRGB) {
-            // Verify format support before conversion
-            if (device.IsFormatSupported(VK_FORMAT_D24_UNORM_S8_UINT,
-                                       VK_FORMAT_FEATURE_DEPTH_STENCIL_ATTACHMENT_BIT,
-                                       FormatType::Optimal)) {
-                return blit_image_helper.ConvertABGR8SRGBToD24S8(dst, src_view);
-            } else {
-                // Fallback to regular ABGR8 conversion if sRGB not supported
-                return blit_image_helper.ConvertABGR8ToD24S8(dst, src_view);
-            }
+    case PixelFormat::R16_UNORM:
+        if (src_view.format == PixelFormat::D16_UNORM) {
+            return blit_image_helper.ConvertD16ToR16(dst, src_view);
         }
+        break;
+    case PixelFormat::A8B8G8R8_SRGB:
+        if (src_view.format == PixelFormat::D32_FLOAT) {
+            return blit_image_helper.ConvertD32FToABGR8(dst, src_view);
+        }
+        break;
+    case PixelFormat::A8B8G8R8_UNORM:
+        if (src_view.format == PixelFormat::S8_UINT_D24_UNORM) {
+            return blit_image_helper.ConvertD24S8ToABGR8(dst, src_view);
+        }
+        if (src_view.format == PixelFormat::D24_UNORM_S8_UINT) {
+            return blit_image_helper.ConvertS8D24ToABGR8(dst, src_view);
+        }
+        if (src_view.format == PixelFormat::D32_FLOAT) {
+            return blit_image_helper.ConvertD32FToABGR8(dst, src_view);
+        }
+        break;
+    case PixelFormat::B8G8R8A8_SRGB:
+        if (src_view.format == PixelFormat::D32_FLOAT) {
+            return blit_image_helper.ConvertD32FToABGR8(dst, src_view);
+        }
+        break;
+    case PixelFormat::B8G8R8A8_UNORM:
+        if (src_view.format == PixelFormat::D32_FLOAT) {
+            return blit_image_helper.ConvertD32FToABGR8(dst, src_view);
+        }
+        break;
+    case PixelFormat::R32_FLOAT:
+        if (src_view.format == PixelFormat::D32_FLOAT) {
+            return blit_image_helper.ConvertD32ToR32(dst, src_view);
+        }
+        break;
+    case PixelFormat::D16_UNORM:
+        if (src_view.format == PixelFormat::R16_UNORM) {
+            return blit_image_helper.ConvertR16ToD16(dst, src_view);
+        }
+        break;
+    case PixelFormat::S8_UINT_D24_UNORM:
         if (src_view.format == PixelFormat::A8B8G8R8_UNORM ||
             src_view.format == PixelFormat::B8G8R8A8_UNORM) {
             return blit_image_helper.ConvertABGR8ToD24S8(dst, src_view);
         }
         break;
-
-    case PixelFormat::A8B8G8R8_UNORM:
-    case PixelFormat::A8B8G8R8_SNORM:
-    case PixelFormat::A8B8G8R8_SINT:
-    case PixelFormat::A8B8G8R8_UINT:
-    case PixelFormat::R5G6B5_UNORM:
-    case PixelFormat::B5G6R5_UNORM:
-    case PixelFormat::A1R5G5B5_UNORM:
-    case PixelFormat::A2B10G10R10_UNORM:
-    case PixelFormat::A2B10G10R10_UINT:
-    case PixelFormat::A2R10G10B10_UNORM:
-    case PixelFormat::A1B5G5R5_UNORM:
-    case PixelFormat::A5B5G5R1_UNORM:
-    case PixelFormat::R8_UNORM:
-    case PixelFormat::R8_SNORM:
-    case PixelFormat::R8_SINT:
-    case PixelFormat::R8_UINT:
-    case PixelFormat::R16G16B16A16_FLOAT:
-    case PixelFormat::R16G16B16A16_UNORM:
-    case PixelFormat::R16G16B16A16_SNORM:
-    case PixelFormat::R16G16B16A16_SINT:
-    case PixelFormat::R16G16B16A16_UINT:
-    case PixelFormat::B10G11R11_FLOAT:
-    case PixelFormat::R32G32B32A32_UINT:
-    case PixelFormat::BC1_RGBA_UNORM:
-    case PixelFormat::BC2_UNORM:
-    case PixelFormat::BC3_UNORM:
-    case PixelFormat::BC4_UNORM:
-    case PixelFormat::BC4_SNORM:
-    case PixelFormat::BC5_UNORM:
-    case PixelFormat::BC5_SNORM:
-    case PixelFormat::BC7_UNORM:
-    case PixelFormat::BC6H_UFLOAT:
-    case PixelFormat::BC6H_SFLOAT:
-    case PixelFormat::ASTC_2D_4X4_UNORM:
-    case PixelFormat::B8G8R8A8_UNORM:
-    case PixelFormat::R32G32B32A32_FLOAT:
-    case PixelFormat::R32G32B32A32_SINT:
-    case PixelFormat::R32G32_FLOAT:
-    case PixelFormat::R32G32_SINT:
-    case PixelFormat::R32_FLOAT:
-        if ((src_view.format == PixelFormat::D32_FLOAT) && Settings::values.fix_bloom_effects.GetValue()) {
-            const Region2D region{
-                .start = {0, 0},
-                .end = {static_cast<s32>(dst->RenderArea().width),
-                        static_cast<s32>(dst->RenderArea().height)},
-            };
-            return blit_image_helper.BlitColor(dst, src_view, region, region,
-                                            Tegra::Engines::Fermi2D::Filter::Point,
-                                            Tegra::Engines::Fermi2D::Operation::SrcCopy);
+    case PixelFormat::D32_FLOAT:
+        if (src_view.format == PixelFormat::A8B8G8R8_UNORM ||
+            src_view.format == PixelFormat::B8G8R8A8_UNORM ||
+            src_view.format == PixelFormat::A8B8G8R8_SRGB ||
+            src_view.format == PixelFormat::B8G8R8A8_SRGB) {
+            return blit_image_helper.ConvertABGR8ToD32F(dst, src_view);
+        }
+        if (src_view.format == PixelFormat::R32_FLOAT) {
+            return blit_image_helper.ConvertR32ToD32(dst, src_view);
+        }
+        break;
+    case PixelFormat::D24_UNORM_S8_UINT:
+        if (src_view.format == PixelFormat::A8B8G8R8_UNORM ||
+            src_view.format == PixelFormat::B8G8R8A8_UNORM) {
+            return blit_image_helper.ConvertABGR8ToD24S8(dst, src_view);
+        }
+        if (src_view.format == PixelFormat::A8B8G8R8_SRGB ||
+            src_view.format == PixelFormat::B8G8R8A8_SRGB) {
+            return blit_image_helper.ConvertABGR8SRGBToD24S8(dst, src_view);
         }
         break;
-    case PixelFormat::R16_FLOAT:
-    case PixelFormat::R16_UNORM:
-    case PixelFormat::R16_SNORM:
-    case PixelFormat::R16_UINT:
-    case PixelFormat::R16_SINT:
-    case PixelFormat::R16G16_UNORM:
-    case PixelFormat::R16G16_FLOAT:
-    case PixelFormat::R16G16_UINT:
-    case PixelFormat::R16G16_SINT:
-    case PixelFormat::R16G16_SNORM:
-    case PixelFormat::R32G32B32_FLOAT:
-    case PixelFormat::A8B8G8R8_SRGB:
-    case PixelFormat::R8G8_UNORM:
-    case PixelFormat::R8G8_SNORM:
-    case PixelFormat::R8G8_SINT:
-    case PixelFormat::R8G8_UINT:
-    case PixelFormat::R32G32_UINT:
-    case PixelFormat::R16G16B16X16_FLOAT:
-    case PixelFormat::R32_UINT:
-    case PixelFormat::R32_SINT:
-    case PixelFormat::ASTC_2D_8X8_UNORM:
-    case PixelFormat::ASTC_2D_8X5_UNORM:
-    case PixelFormat::ASTC_2D_5X4_UNORM:
-    case PixelFormat::B8G8R8A8_SRGB:
-    case PixelFormat::BC1_RGBA_SRGB:
-    case PixelFormat::BC2_SRGB:
-    case PixelFormat::BC3_SRGB:
-    case PixelFormat::BC7_SRGB:
-    case PixelFormat::A4B4G4R4_UNORM:
-    case PixelFormat::G4R4_UNORM:
-    case PixelFormat::ASTC_2D_4X4_SRGB:
-    case PixelFormat::ASTC_2D_8X8_SRGB:
-    case PixelFormat::ASTC_2D_8X5_SRGB:
-    case PixelFormat::ASTC_2D_5X4_SRGB:
-    case PixelFormat::ASTC_2D_5X5_UNORM:
-    case PixelFormat::ASTC_2D_5X5_SRGB:
-    case PixelFormat::ASTC_2D_10X8_UNORM:
-    case PixelFormat::ASTC_2D_10X8_SRGB:
-    case PixelFormat::ASTC_2D_6X6_UNORM:
-    case PixelFormat::ASTC_2D_6X6_SRGB:
-    case PixelFormat::ASTC_2D_10X6_UNORM:
-    case PixelFormat::ASTC_2D_10X6_SRGB:
-    case PixelFormat::ASTC_2D_10X5_UNORM:
-    case PixelFormat::ASTC_2D_10X5_SRGB:
-    case PixelFormat::ASTC_2D_10X10_UNORM:
-    case PixelFormat::ASTC_2D_10X10_SRGB:
-    case PixelFormat::ASTC_2D_12X10_UNORM:
-    case PixelFormat::ASTC_2D_12X10_SRGB:
-    case PixelFormat::ASTC_2D_12X12_UNORM:
-    case PixelFormat::ASTC_2D_12X12_SRGB:
-    case PixelFormat::ASTC_2D_8X6_UNORM:
-    case PixelFormat::ASTC_2D_8X6_SRGB:
-    case PixelFormat::ASTC_2D_6X5_UNORM:
-    case PixelFormat::ASTC_2D_6X5_SRGB:
-    case PixelFormat::E5B9G9R9_FLOAT:
-    case PixelFormat::D32_FLOAT:
-    case PixelFormat::D16_UNORM:
-    case PixelFormat::X8_D24_UNORM:
-    case PixelFormat::S8_UINT:
-    case PixelFormat::S8_UINT_D24_UNORM:
-    case PixelFormat::D32_FLOAT_S8_UINT:
-    case PixelFormat::Invalid:
     default:
         LOG_DEBUG(Render_Vulkan, "Unimplemented texture conversion from {} to {} format type", src_view.format, dst_view.format);
         break;
     }
-}
-
-VkFormat TextureCacheRuntime::GetSupportedFormat(VkFormat requested_format,
-                                                VkFormatFeatureFlags required_features) const {
-    if (requested_format == VK_FORMAT_A8B8G8R8_SRGB_PACK32 &&
-        (required_features & VK_FORMAT_FEATURE_DEPTH_STENCIL_ATTACHMENT_BIT)) {
-        // Force valid depth format when sRGB requested in depth context
-        return VK_FORMAT_D24_UNORM_S8_UINT;
-    }
-    return requested_format;
-}
-
-// Helper functions for format compatibility checks
-bool TextureCacheRuntime::IsFormatDitherable(PixelFormat format) {
-    switch (format) {
-    case PixelFormat::B8G8R8A8_UNORM:
-    case PixelFormat::A8B8G8R8_UNORM:
-    case PixelFormat::B8G8R8A8_SRGB:
-    case PixelFormat::A8B8G8R8_SRGB:
-        return true;
-    default:
-        return false;
-    }
-}
-
-bool TextureCacheRuntime::IsFormatScalable(PixelFormat format) {
-    switch (format) {
-    case PixelFormat::B8G8R8A8_UNORM:
-    case PixelFormat::A8B8G8R8_UNORM:
-    case PixelFormat::R16G16B16A16_FLOAT:
-    case PixelFormat::R32G32B32A32_FLOAT:
-        return true;
-    default:
-        return false;
-    }
+    UNIMPLEMENTED_MSG("Unimplemented format copy from {} to {}", src_view.format, dst_view.format);
 }
 
 void TextureCacheRuntime::CopyImage(Image& dst, Image& src,
@@ -2194,7 +2091,7 @@ ImageView::ImageView(TextureCacheRuntime& runtime, const VideoCommon::ImageViewI
     slot_images = &slot_imgs;
 }
 
-ImageView::ImageView(TextureCacheRuntime& runtime, const VideoCommon::ImageInfo& info,
+ImageView::ImageView(TextureCacheRuntime&, const VideoCommon::ImageInfo& info,
                      const VideoCommon::ImageViewInfo& view_info, GPUVAddr gpu_addr_)
     : VideoCommon::ImageViewBase{info, view_info, gpu_addr_},
       buffer_size{VideoCommon::CalculateGuestSizeInBytes(info)} {}
diff --git a/src/video_core/renderer_vulkan/vk_texture_cache.h b/src/video_core/renderer_vulkan/vk_texture_cache.h
index 4bb9687ab0..c74d0b9546 100644
--- a/src/video_core/renderer_vulkan/vk_texture_cache.h
+++ b/src/video_core/renderer_vulkan/vk_texture_cache.h
@@ -1,4 +1,4 @@
-// SPDX-FileCopyrightText: Copyright 2025 Eden Emulator Project
+// SPDX-FileCopyrightText: Copyright 2026 Eden Emulator Project
 // SPDX-License-Identifier: GPL-3.0-or-later
 
 // SPDX-FileCopyrightText: Copyright 2019 yuzu Emulator Project
@@ -116,11 +116,6 @@ public:
 
     void BarrierFeedbackLoop();
 
-    bool IsFormatDitherable(VideoCore::Surface::PixelFormat format);
-    bool IsFormatScalable(VideoCore::Surface::PixelFormat format);
-
-    VkFormat GetSupportedFormat(VkFormat requested_format, VkFormatFeatureFlags required_features) const;
-
     const Device& device;
     Scheduler& scheduler;
     MemoryAllocator& memory_allocator;