notesum.ai

Published at December 6

OCEAN: Open-World Contrastive Authorship Identification

cs.AI

cs.CR

Released Date: December 6, 2024

Authors: Felix Mächtle, Jan-Niclas Serr, Nils Loose, Jonas Sander, Thomas Eisenbarth

Arxiv: http://arxiv.org/pdf/2412.05049v1

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	AUROC	ACC	PRC	REC	F1
SCS-Gan (16 head)†	0.96	0.87	0.96	0.71	0.82
SCS-Gan (16 head+GAN)†	0.96	0.90	0.97	0.78	0.86
SCS-Gan (16 head, 40 epochs)*	0.91	0.92	0.77	0.63	0.69
SCS-Gan (16 head+GAN, 20 epochs)*	0.85	0.88	0.55	0.55	0.55
OCEAN	0.99	0.95	0.98	0.92	0.95