List your company
ResearchFormerly WizWand

Watermarking on C4

100TPR (FPR < 10^-4)SRL
4.3229.165478.84Mar 19, 2024
Updated 7mo ago

Evaluation results

MethodLinks
SRLδ=5, γ=0.12024.03100991.2
SRLδ=5, γ=0.52024.031001000.65
SRLδ=10, γ=0.52024.031001001.2
EMSτ=1.52024.031001002.6
UWConfiguration=δ-reweight2024.031001002.3
UWConfiguration=γ-reweight2024.031001001.1
DualGA∆=0.42024.031001000.57
DualGA∆=0.52024.031001001.1
SRLdelta=5, gamma=0.5, Backbone=Llama-7B2024.031001000.7
SRLdelta=10, gamma=0.1, Backbone=Llama-7B2024.03100991.7
SRLdelta=10, gamma=0.5, Backbone=Llama-7B2024.03100991.1
UWMode=delta-reweight, Backbone=Llama-7B2024.031001002
UWMode=gamma-reweight, Backbone=Llama-7B2024.03100991.3
DualGADelta=0.4, Backbone=Llama-7B2024.03100980.61
DualGADelta=0.5, Backbone=Llama-7B2024.031001000.93
SRLδ=5, γ=0.72024.0399970.35
SRLδ=10, γ=0.12024.0399991.4
ATWδ=5, α=22024.0399920.36
DualGA∆=0.32024.0399980.34
SRLdelta=5, gamma=0.1, Backbone=Llama-7B2024.0399981.3
SRLdelta=10, gamma=0.7, Backbone=Llama-7B2024.0399960.62
SRLδ=10, γ=0.72024.0398930.57
EMStau=1.5, Backbone=Llama-7B2024.0398982.4
DualGADelta=0.3, Backbone=Llama-7B2024.0397960.33
SRLdelta=5, gamma=0.7, Backbone=Llama-7B2024.0396920.39
EMStau=1, Backbone=Llama-7B2024.0394870.98
ATWdelta=5, alpha=2, Backbone=Llama-7B2024.0393900.32
DualGA∆=0.22024.0392910.28
EMSτ=12024.0390821.03
DualGADelta=0.2, Backbone=Llama-7B2024.0390700.15
ATWδ=1, α=22024.0351290.07
SRLdelta=1, gamma=0.5, Backbone=Llama-7B2024.0349180.07
EMStau=0.5, Backbone=Llama-7B2024.0344210.65
EMSτ=0.52024.0338160.71
ATWdelta=1, alpha=2, Backbone=Llama-7B2024.0334130.05
SRLδ=1, γ=0.52024.032790.05
SRLdelta=1, gamma=0.7, Backbone=Llama-7B2024.032240.05
SRLδ=1, γ=0.72024.031730.04
SRLdelta=1, gamma=0.1, Backbone=Llama-7B2024.031540.04
SRLδ=1, γ=0.12024.03820.02