Model Fingerprinting Robustness on Vicuna 1.5-7B
99.99Similarity ScoreLogits
Evaluation results
| Method | Links | |
|---|---|---|
| LogitsFine-tuning data scale (tokens)=370M tokens, Base model=Llama-2-7B2026.04 | 99.99 | |
| ATTNDIFFFine-tuning data scale (tokens)=370M tokens, Base model=Llama-2-7B2026.04 | 99.86 | |
| PCSFine-tuning data scale (tokens)=370M tokens, Base model=Llama-2-7B2026.04 | 99.85 | |
| REEFFine-tuning data scale (tokens)=370M tokens, Base model=Llama-2-7B2026.04 | 99.85 | |
| ICSFine-tuning data scale (tokens)=370M tokens, Base model=Llama-2-7B2026.04 | 99.49 | |
| LLMMapFine-tuning data scale (tokens)=370M tokens, Base model=Llama-2-7B2026.04 | 72.94 | |
| ProFlingoFine-tuning data scale (tokens)=370M tokens, Base model=Llama-2-7B2026.04 | 52 |