What Baking Actually Means in This Context
Baking is the process of taking detailed geometric data from a high-resolution 3D model and capturing it onto a flat 2D texture map. You render shadows, normals, ambient occlusion, and displacement directly into image files that your game engine or real-time renderer samples instead of computing geometry every frame. This is why your scene runs at sixty frames per second instead of six. I have spent the better part of a decade working through pipeline issues caused by bad bakes, and the short version is that almost everything that goes wrong traces back to UV layout, lighting setup, or mismatched resolution. Not all three, usually just one. I will walk through the common failure points and how to get clean results consistently.
Download a Tutorial For Baking Top 10 Pack
If you want reference assets to practice with, search for a Tutorial For Baking Top 10 pack that includes premade high-poly and low-poly pairs with correct UV shells. These let you compare your output directly against an expected result instead of guessing whether your normals are accurate. Do not skip this step if you are just learning. Watching someone else do it right once saves more time than reading documentation for two weeks. Start by making sure your low-poly mesh and high-poly mesh occupy the same world space. Even a few millimeters of drift between them produces ghosting artifacts that are nearly impossible to fix after the bake completes. I usually lock both objects together with a merge or parenting constraint before exporting from my modeling application into the rendering engine. UV checking comes next. Every shell needs consistent scale across the texture atlas. When one part of your model has tiny packed UVs and another has huge sprawling shells, the baked texture will look muddy in tight areas and wasted in open ones. I check this by enabling the UV checker texture in my viewport and looking for distortion. A good target is less than ten percent stretch across the majority of shells.
Set your bake resolution to match the visual importance of the object. A hero prop might get a 4096 texture while background geometry lives comfortably on 512. I keep a spreadsheet tracking which objects use which resolution so I do not accidentally waste VRAM or produce blurry AO maps on mid-tier assets. For normal map baking, I always bake from high to low with cage expansion enabled. The cage pushes the ray casting outward so that edges and hard silhouettes transfer cleanly. Without a cage, details collapse into the model surface and you lose definition along angles that matter most to the player.
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Common Pitfalls That Ruin Bakes Without Warning
The first thing I check when a bake looks wrong is light direction. Normal maps bake face orientation, not color, but ambient occlusion absolutely depends on light placement. If your baking lights are facing the wrong way or are too close, you get harsh falloff that does not match your scene lighting. I place three area lights around the object at equal distance with intensity adjusted to avoid clipping, then run a quick test bake at half resolution before committing to the full pass. Another frequent mistake is ignoring texture filtering settings on the sampling end. Bilinear filtering softens baked detail unnecessarily. Tri-linear or anisotropic filtering preserves edge sharpness without introducing visible banding. Switching this setting after baking wastes time, so I set it once at the start of the project and leave it alone. When baking curvature maps, be aware that the range slider often defaults to something unusable. A default range of negative one to positive one flattens most surfaces into a uniform gray. I typically set the range to match the scale of my highest detail, usually around plus or minus two for detailed props, and rebuild the mask manually from there.
A Specific Problem I Faced and How I Fixed It
On a recent project, I was baking a character asset where the normal map showed a repeating grid pattern across the entire mesh. At first I thought it was a UV overlap issue, but every shell was unique. After about an hour of testing, I realized the high-poly mesh had overlapping faces in a non-destructive boolean modifier that I had not cleared. The modifier was generating internal geometry that the baker interpreted as valid surface data. The workaround was applying the modifier on the high-poly version, deleting doubles, and rebuilding the cage with expanded faces rather than relying on automatic generation. That single step eliminated the grid entirely. It took approximately twelve minutes to diagnose and three minutes to fix once I knew what to look for.
When Baking Is the Wrong Approach
Static geometry works best with baking. Anything that moves, deforms, or changes position relative to the camera should be evaluated in real time instead. Skin shaders, subsurface scattering, hair, and particle effects do not translate well to baked textures because the lighting conditions change continuously. For those cases, using PBR materials with dynamic shading produces cleaner results even at higher GPU cost. Baking also struggles with transparent surfaces and very thin geometry. Ray casting misses back-facing surfaces inside thin walls, and transparency produces holes in your AO map. I avoid baking through thin parts entirely and instead model solid geometry where it matters visually.

Resolution and Performance Tradeoffs
A 4096 normal map on a small prop visible only from three meters away wastes roughly eighty percent of its potential resolution. I typically allocate texture budget based on screen coverage percentage rather than object size alone. An object that fills more than fifteen percent of the frame justifies higher resolution; below that threshold, 1024 is sufficient and cuts memory usage significantly. Compression format matters as much as resolution. BC7 preserves normal map detail far better than BC3 for anything beyond basic surface variation, and it is widely supported in modern engines. If you are targeting older hardware or mobile, BC5 remains acceptable for normals while BC1 handles diffuse maps adequately.
Final Practical Notes
Always keep your baked outputs organized in versioned folders. A single corrupted texture file late in a pipeline can cost hours of re-rendering if you have no backup. I name my files with the object, map type, resolution, and date so I can identify which bake introduced an artifact within seconds. Test your bakes in-engine before signing off. Viewport rendering looks different from the final pipeline due to shader interpretation and compression differences that may not appear until the build runs. A five-minute in-engine check catches errors that are otherwise invisible until you ship the product.