Who Gets Flagged? The Pluralistic Evaluation Gap in AI Content Watermarking

arXiv:2604.13776 · cs.CY, cs.CL, cs.CR, cs.CV · Submitted 2026-04-15 · Read on arXiv

cs.CY, cs.CL, cs.CR, cs.CV

Submitted: 2026-04-15

Updated: 2026-10-26

Terminology

• Benchmark — 1× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 4 episodes
• Evaluation Dimensions — 1× in this paper · explained in 3 episodes
• Provenance — 1× in this paper · explained in 5 episodes
• Robustness — 1× in this paper · explained in 6 episodes
• Verification — 1× in this paper · explained in 2 episodes

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