Benchmarking federated learning for semantic datasets: Federated scene graph generation

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SeungBum Ha, Taehwan Lee, Jiyoun Lim, Sung Whan Yoon

Published: 01 Jan 2025, Last Modified: 25 Sept 2025Pattern Recognit. Lett. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We present the FL framework for the Panoptic Scene Graph Generation(PSG) Task.•We suggest the method to construct the heterogeneity for multi-semantic datasets.•By evaluating the PSG algorithms in FL, we analyze the effect of heterogeneity.