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The ArtBench Dataset: Benchmarking Generative Models with Artworks [article]

Peiyuan Liao, Xiuyu Li, Xihui Liu, Kurt Keutzer
2022 arXiv   pre-print
We introduce ArtBench-10, the first class-balanced, high-quality, cleanly annotated, and standardized dataset for benchmarking artwork generation.  ...  We also conduct extensive benchmarking experiments using representative image synthesis models with ArtBench-10 and present in-depth analysis.  ...  The authors would also like to express gratitude towards WikiArt, the Surrealism Website, Japanese Woodblock Print Search, and all the artists who appeared in the dataset.  ... 
arXiv:2206.11404v1 fatcat:6ci5o75ttnglff4gab5bczi6la