100 rounds of self-reconstruction: Ideogram 4.5 is the only image editor without noise drift
jfischoff · x · 2026-10-07
A test ran the same image through 100 rounds of "reconstruct this exactly as it is" across current SOTA image editing models. Ideogram 4.5 was the only one without noticeable noise drift (though it still loses the original shape); Flux started well and then collapsed.
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