Model Fingerprinting on Upcycling Positive Samples
332.23Absolute Z-scoreAWM
Evaluation Results
| Method | Links | |
|---|---|---|
| AWMBase=Llama2-7B, Offspring=MoE42025.10 | 332.23 | |
| AWMBase=Llama2-7B, Offspring=MoE4-SFT2025.10 | 332.23 | |
| AWMBase=Llama3-8B, Offspring=MoE v22025.10 | 332.12 | |
| AWMBase=Llama2-7B, Offspring=MoE22025.10 | 332.12 | |
| AWMBase=Llama2-7B, Offspring=MoE2-SFT2025.10 | 332.12 | |
| AWMBase=Llama2-7B, Offspring=MoE 3B2025.10 | 326.49 | |
| AWMBase=Llama2-7B, Offspring=MoE3B-SFT2025.10 | 326.49 | |
| AWMBase=Mistral-7B, Offspring=Mixtral2025.10 | 239.01 | |
| AWMBase=Qwen-1.8B, Offspring=Qwen1.5 MoE2025.10 | 173.36 | |
| AWMBase=Minicpm-2B, Offspring=Minicpm MoE2025.10 | 150.15 | |
| HuRefBase=Llama3-8B, Offspring=MoE v22025.10 | 42.5 | |
| HuRefBase=Llama2-7B, Offspring=MoE22025.10 | 24.91 | |
| HuRefBase=Llama2-7B, Offspring=MoE2-SFT2025.10 | 24.91 | |
| HuRefBase=Llama2-7B, Offspring=MoE42025.10 | 24.58 | |
| HuRefBase=Llama2-7B, Offspring=MoE4-SFT2025.10 | 24.58 | |
| HuRefBase=Llama2-7B, Offspring=MoE 3B2025.10 | 21.59 | |
| HuRefBase=Llama2-7B, Offspring=MoE3B-SFT2025.10 | 21.59 | |
| HuRefBase=Minicpm-2B, Offspring=Minicpm MoE2025.10 | 11.39 | |
| HuRefBase=Mistral-7B, Offspring=Mixtral2025.10 | 7.97 | |
| HuRefBase=Qwen-1.8B, Offspring=Qwen1.5 MoE2025.10 | 4.03 | |
| REEFBase=Minicpm-2B, Offspring=Minicpm MoE2025.10 | 1.49 | |
| REEFBase=Mistral-7B, Offspring=Mixtral2025.10 | 1.47 | |
| REEFBase=Llama2-7B, Offspring=MoE42025.10 | 0.64 | |
| REEFBase=Llama2-7B, Offspring=MoE 3B2025.10 | 0.64 | |
| REEFBase=Llama2-7B, Offspring=MoE3B-SFT2025.10 | 0.63 | |
| REEFBase=Llama2-7B, Offspring=MoE2-SFT2025.10 | 0.63 | |
| REEFBase=Llama2-7B, Offspring=MoE22025.10 | 0.62 | |
| REEFBase=Llama2-7B, Offspring=MoE4-SFT2025.10 | 0.62 | |
| REEFBase=Qwen-1.8B, Offspring=Qwen1.5 MoE2025.10 | 0.57 | |
| REEFBase=Llama3-8B, Offspring=MoE v22025.10 | 0.47 |