Puppeteering attack detection on NVFAIR NVIDIA VC benchmark leaderboard · SOTA2 Research

Puppeteering attack detection on NVFAIR NVIDIA VC

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Evaluation Results

Method	Links
Ours2025.10		0.984	0.989	0.962	0.97	0.982	0.977
Vahdati et al.2025.10		0.954	0.951	0.944	0.918	0.959	0.945
PC-LMCL2025.10		0.948	0.95	0.936	0.951	0.939	0.945
Vahdati et al.2025.10		0.92	0.942	0.927	0.904	0.929	0.924
SupCon2025.10		0.679	0.651	0.676	0.681	0.674	0.672
CLR NET2025.10		0.643	0.649	0.57	0.594	0.644	0.64
SupCon2025.10		0.637	0.592	0.599	0.652	0.664	0.629
CCE ViT2025.10		0.632	0.628	0.624	0.627	0.639	0.63
TALL2025.10		0.626	0.548	0.562	0.603	0.561	0.58
CLR Net2025.10		0.62	0.629	0.634	0.635	0.639	0.631
CNN Ensemble2025.10		0.614	0.606	0.582	0.6	0.552	0.591
Efficient ViT2025.10		0.592	0.608	0.631	0.628	0.599	0.612
Efficient ViT2025.10		0.575	0.573	0.56	0.569	0.578	0.571
CCE ViT2025.10		0.573	0.577	0.592	0.629	0.638	0.602
LAANet2025.10		0.56	0.528	0.595	0.535	0.582	0.56
CNN Ensemble2025.10		0.54	0.516	0.535	0.518	0.527	0.527
LAANet2025.10		0.538	0.539	0.518	0.5	0.513	0.522
TALL2025.10		0.535	0.531	0.56	0.546	0.532	0.541