PosterHarness: Turning Scientific Poster Generation into an Auditable Instruction-Following Benchmark

Tianyi Yang, Dawei Fu, Youpeng Wu +5

Text-rich image models can now design poster-scale layouts, but we lack ways to measure whether they honor scientific communication contracts: legible labels, prescribed aspect rat…