Fingerprint Robustness Evaluation on Prominent Deployment Scenarios Robustness Evaluation 1.0
100Fingerprint Success RateIF
Evaluation results
| Method | Links | |
|---|---|---|
| IFModel=LLAMA3.2-1B, Modification=Sampling - Temperature, Setting=0.42025.05 | 100 | |
| SFModel=LLAMA3.2-1B, Modification=Sampling - Temperature, Setting=0.42025.05 | 100 | |
| Semantically conditioned watermarksModel=LLAMA3.2-1B, Modification=Sampling - Temperature, Setting=0.42025.05 | 100 | |
| IFModel=QWEN2.5-3B, Modification=Sampling - System Prompts, Setting=Acknowledge2025.05 | 100 | |
| Semantically conditioned watermarksModel=QWEN2.5-3B, Modification=Sampling - System Prompts, Setting=Acknowledge2025.05 | 100 | |
| IFModel=LLAMA3.1-8B, Modification=Quantization - BitsAndBytes, Setting=Int42025.05 | 100 | |
| Semantically conditioned watermarksModel=LLAMA3.1-8B, Modification=Quantization - BitsAndBytes, Setting=Int42025.05 | 100 | |
| Semantically conditioned watermarksModel=LLAMA3.2-1B, Modification=Pruning - Wanda, Setting=50%2025.05 | 100 | |
| Semantically conditioned watermarksModel=QWEN2.5-3B, Modification=Finetuning - Dolly, Setting=Full2025.05 | 100 | |
| IFModel=LLAMA3.1-8B, Modification=Active - Input, Setting=Paraphrasing2025.05 | 100 | |
| Semantically conditioned watermarksModel=LLAMA3.1-8B, Modification=Active - Input, Setting=Paraphrasing2025.05 | 100 | |
| IFModel=LLAMA3.2-1B, Modification=Active - Output, Setting=Translation2025.05 | 100 | |
| SFModel=LLAMA3.2-1B, Modification=Active - Output, Setting=Translation2025.05 | 100 | |
| Semantically conditioned watermarksModel=LLAMA3.2-1B, Modification=Active - Output, Setting=Translation2025.05 | 100 | |
| SFModel=LLAMA3.1-8B, Modification=Quantization - BitsAndBytes, Setting=Int42025.05 | 20 | |
| IFModel=QWEN2.5-3B, Modification=Finetuning - Dolly, Setting=Full2025.05 | 20 | |
| IFModel=LLAMA3.2-1B, Modification=No Fingerprint2025.05 | 0 | |
| SFModel=LLAMA3.2-1B, Modification=No Fingerprint2025.05 | 0 | |
| Semantically conditioned watermarksModel=LLAMA3.2-1B, Modification=No Fingerprint2025.05 | 0 | |
| SFModel=QWEN2.5-3B, Modification=Sampling - System Prompts, Setting=Acknowledge2025.05 | 0 | |
| IFModel=LLAMA3.2-1B, Modification=Pruning - Wanda, Setting=50%2025.05 | 0 | |
| SFModel=LLAMA3.2-1B, Modification=Pruning - Wanda, Setting=50%2025.05 | 0 | |
| SFModel=QWEN2.5-3B, Modification=Finetuning - Dolly, Setting=Full2025.05 | 0 | |
| SFModel=LLAMA3.1-8B, Modification=Active - Input, Setting=Paraphrasing2025.05 | 0 |