notesum.ai

Published at December 6

cs.CV

Released Date: December 6, 2024

Authors: Zilan Wang¹, Junfeng Guo², Jiacheng Zhu³, Yiming Li¹, Heng Huang², Muhao Chen⁴, Zhengzhong Tu⁵

Aff.: ¹NTU; ²University of Maryland; ³MIT CSAIL; ⁴UC Davis; ⁵Texas A&M University

LoRA Rank	20			80			320			640
Fine-tuning Steps	20	200	2000	20	200	2000	20	200	2000	20	200	2000
WatermarkDM	0.875	0.742	0.000	0.856	0.684	0.000	0.861	0.483	0.000	0.852	0.138	0.000
AquaLoRA	0.818	0.001	0.000	0.803	0.000	0.000	0.805	0.000	0.000	0.846	0.000	0.000
SleeperMark	0.999	0.998	0.992	0.999	0.997	0.993	0.999	0.999	0.984	0.999	0.997	0.980