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ResearchFormerly WizWand

Watermark Detection on C4 Unmodified

100TPR @ 1% FPRATW
94.896.1597.598.85Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ATWWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06100
TSWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.06100
KGWWatermark Category=Surface-level, k=1, LLM Backbone=Llama-3.2-3B2026.06100
KGWWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06100
UNBIASEDWMWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.06100
DEWWatermark Category=Semantic, k=3, lambda=2.0, LLM Backbone=Llama-3.2-3B2026.0699.8
DEWWatermark Category=Semantic, k=5, lambda=2.0, LLM Backbone=Llama-3.2-3B2026.0699.8
SYNTHID-DWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.0699.8
SYNTHID-NDWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.0699.8
KGWWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.0699.8
SYNTHID-DWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.0699.6
SYNTHID-NDWatermark Category=Surface-level, k=5, LLM Backbone=Llama-3.2-3B2026.0699.6
DIPMARKWatermark Category=Surface-level, k=3, LLM Backbone=Llama-3.2-3B2026.0699.4
DEWWatermark Category=Semantic, k=3, lambda=1.5, LLM Backbone=Llama-3.2-3B2026.0699.2
DEWWatermark Category=Semantic, k=5, lambda=1.5, LLM Backbone=Llama-3.2-3B2026.0698.8
SIRWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.0697.6
X-SIRWatermark Category=Semantic, LLM Backbone=Llama-3.2-3B2026.0695