Membership Inference Attack on COCO
0.797MPNet Score (Member)NEURO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NEUROModel=BLIP, tau=22025.11 | 0.797 | 0.793 | 0.425 | 0.38 | 70.88 | |
| NEURO++Model=ViT-GPT2, tau=32025.11 | 0.775 | 0.776 | 0.357 | 0.368 | 38.39 | |
| NEUROModel=ViT-GPT2, tau=22025.11 | 0.773 | 0.782 | 0.357 | 0.373 | 29.38 | |
| BASELINEModel=ViT-GPT2, tau=02025.11 | 0.771 | 0.773 | 0.318 | 0.304 | 55.51 | |
| NEURO++Model=PaliGemma 2, tau=32025.11 | 0.735 | 0.732 | 0.338 | 0.318 | 66.76 | |
| BASELINEModel=BLIP, tau=02025.11 | 0.723 | 0.663 | 0.249 | 0.171 | 94 | |
| NEUROModel=PaliGemma 2, tau=22025.11 | 0.717 | 0.712 | 0.111 | 0.102 | 69.98 | |
| NEURO++Model=BLIP, tau=32025.11 | 0.698 | 0.687 | 0.319 | 0.312 | 63.46 | |
| BASELINEModel=PaliGemma 2, tau=02025.11 | 0.605 | 0.603 | 0.227 | 0.203 | 70.86 |