all AI news
TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation. (arXiv:2112.01398v2 [cs.CV] UPDATED)
July 20, 2022, 1:13 a.m. | Tan M. Dinh, Rang Nguyen, Binh-Son Hua
cs.CV updates on arXiv.org arxiv.org
In this paper, we conduct a study on the state-of-the-art methods for
text-to-image synthesis and propose a framework to evaluate these methods. We
consider syntheses where an image contains a single or multiple objects. Our
study outlines several issues in the current evaluation pipeline: (i) for image
quality assessment, a commonly used metric, e.g., Inception Score (IS), is
often either miscalibrated for the single-object case or misused for the
multi-object case; (ii) for text relevance and object accuracy assessment,
there …
More from arxiv.org / cs.CV updates on arXiv.org
Jobs in AI, ML, Big Data
Senior ML Researcher - 3D Geometry Processing | 3D Shape Generation | 3D Mesh Data
@ Promaton | Europe
Principal Data Engineer
@ RS21 | Remote
SQL/Power BI Developer
@ ICF | Virginia Remote Office (VA99)
Senior Machine Learning Engineer (Canada Remote)
@ Fullscript | Ottawa, ON
Software Engineer - MLOps.
@ Renesas Electronics | Toyosu, Japan
Junior Data Scientist / Artificial Intelligence consultant
@ Deloitte | Luxembourg, LU