Model Poisoning Defense on PDCCH benchmark leaderboard · SOTA2 Research

Model Poisoning Defense on PDCCH

0.0046MSELOGSAFE

Evaluation Results

Method	Links
LOGSAFE2024.11		0.0046	0.038
LOGSAFE2024.11		0.0046	0.038
LOGSAFE2024.11		0.0046	0.0385
LOGSAFE2024.11		0.0046	0.038
FLDetector2024.11		0.0048	0.046
FLAME2024.11		0.0053	0.0482
Multi-Krum2024.11		0.0058	0.055
FLAME2024.11		0.0058	0.0563
FLAME2024.11		0.0058	0.0563
FLAME2024.11		0.0058	0.0563
RFA2024.11		0.0059	0.0581
RLR2024.11		0.0061	0.0456
ARAGG2024.11		0.0065	0.0491
Krum2024.11		0.0066	0.0478
Krum2024.11		0.0066	0.0478
Krum2024.11		0.0066	0.0472
RLR2024.11		0.0069	0.0466
RFA2024.11		0.0071	0.0694
RFA2024.11		0.0071	0.0694
RFA2024.11		0.0072	0.0695
ARAGG2024.11		0.0076	0.052
FLDetector2024.11		0.0078	0.075
FLDetector2024.11		0.0078	0.075
FLDetector2024.11		0.008	0.0783
Multi-Krum2024.11		0.0105	0.091
Multi-Krum2024.11		0.0105	0.091
Multi-Krum2024.11		0.0105	0.0909
ARAGG2024.11		0.0106	0.0669
Krum2024.11		0.0107	0.0854
RLR2024.11		0.0111	0.0652
RLR2024.11		0.0111	0.0652
ARAGG2024.11		0.0127	0.0856
FoolsGold2024.11		0.0521	0.2155
FoolsGold2024.11		0.0568	0.0564
FoolsGold2024.11		0.0575	0.2091
FoolsGold2024.11		0.0575	0.2091