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Papers Benchmarks Datasets Tasks

Fingerprint Robustness Evaluation research benchmarks · SOTA2 Research

Fingerprint Robustness Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Fingerprint Evaluation Set

100FSR BLEU

45

May 19, 2026

Prominent Deployment Scenarios Robustness Evaluation 1.0

100Fingerprint Success Rate

24

Feb 26, 2026

Active Output Translation

LLM fingerprinting via semantically conditioned watermarks

1FSR

9

Feb 26, 2026

Active Input Translation

LLM fingerprinting via semantically conditioned watermarks

1FSR

9

Feb 26, 2026

System Prompts Weather

LLM fingerprinting via semantically conditioned watermarks

100FSR

9

Feb 26, 2026

System Prompts Pirate

LLM fingerprinting via semantically conditioned watermarks

100FSR

9

Feb 26, 2026

System Prompts OAI

100FSR

9

Feb 26, 2026

System Prompts Robot

1FSR

9

Feb 26, 2026

Popular datasets

System Prompts Fingerprint Active Input Translation Active Output Translation Prominent Deployment Scenarios

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