Data Reconstruction on GSM8K
0.706Reconstruction RateNeuroImprint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NeuroImprintModel=Qwen2-1.5B, Token Len.=512, Optimizer=SGD2026.06 | 0.706 | 95.9 | 0.142 | |
| NeuroImprintModel=GPT-2, Token Len.=512, Optimizer=AdamW2026.06 | 0.654 | 52.4 | 0.116 | |
| NeuroImprintModel=Llama3-3B, Token Len.=512, Optimizer=AdamW2026.06 | 0.639 | 86.5 | 0.075 | |
| NeuroImprintModel=Llama3-3B, Token Len.=512, Optimizer=SGD2026.06 | 0.61 | 94.6 | 0.157 | |
| NeuroImprintModel=GPT-2, Token Len.=512, Optimizer=SGD2026.06 | 0.608 | 97.8 | 0.1 | |
| NeuroImprintModel=Qwen2-1.5B, Token Len.=512, Optimizer=AdamW2026.06 | 0.595 | 66.3 | 0.084 |