A painting art rendering system by deep learning framework and machine translation.

Sci Rep · 2025 · PMC12855214 · PMID 41461861

Europe PMC DOI

hedged sentence

0.0100

closest p · 0.2× alpha

0.0100

boldest claim

The sentences

highly significantp < 0.01actually significant

When both pathways are removed, system performance drops to its lowest (F1 = 85.6 ± 1.4%, FID = 40.2 ± 1.8), with highly significant differences from the full model ( p < 0.01), confirming the essential contribution of bidirectional interaction.

also in 132,142 other papers

Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.