Image Generation Still Struggles with Messy Details

BigBlueWolf · reddit · 2026-07-13

The post points out that current image generation models still tend to produce repetitive textures and a "procedural fractal look" when handling messy details.

The author used a prompt to generate dirt roads, weeds, roadside poles, and lavender bushes, noting that single-image results in the new thread still clearly suffer from this repetitive detail issue. In contrast, images generated locally using Flux2-Klein-9B (base model, no LoRA) with the same prompt and resolution still look AI-generated, but lack that strong "procedurally generated" feel.

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