Federated Time Series Forecasting on PDCCH benchmark leaderboard · SOTA2 Research

Federated Time Series Forecasting on PDCCH

0.0043MSEFLDetector

Evaluation Results

Method	Links
FLDetector2024.11		0.0043	0.0408
Multi-Krum2024.11		0.0044	0.0379
LOGSAFE2024.11		0.0045	0.0376
LOGSAFE2024.11		0.0045	0.0382
FLAME2024.11		0.0046	0.0394
FLAME2024.11		0.0047	0.0389
FLDetector2024.11		0.0047	0.0393
LOGSAFE2024.11		0.0047	0.0384
LOGSAFE2024.11		0.0047	0.0387
LOGSAFE2024.11		0.0047	0.0395
RFA2024.11		0.0048	0.0388
RFA2024.11		0.0048	0.0388
FLAME2024.11		0.005	0.0391
FLAME2024.11		0.005	0.0393
Krum2024.11		0.0051	0.0435
RFA2024.11		0.0051	0.0392
RFA2024.11		0.0052	0.0395
RFA2024.11		0.0053	0.0398
ARAGG2024.11		0.0063	0.048
ARAGG2024.11		0.0067	0.0536
Krum2024.11		0.0068	0.0425
Krum2024.11		0.007	0.0485
Krum2024.11		0.0072	0.0496
FoolsGold2024.11		0.0076	0.0492
Krum2024.11		0.0078	0.0505
FoolsGold2024.11		0.008	0.0605
ARAGG2024.11		0.0106	0.0669
ARAGG2024.11		0.0138	1.037
ARAGG2024.11		0.0138	0.0902
FoolsGold2024.11		0.0424	0.1394
FoolsGold2024.11		0.0551	0.1594
FoolsGold2024.11		0.0765	0.195
FLAME2024.11		0.078	0.2025
RLR2024.11		0.0978	0.2679
Multi-Krum2024.11		0.2987	0.3869
Multi-Krum2024.11		0.7665	0.7005
Multi-Krum2024.11		1.178	0.8686
FLDetector2024.11		1.788	1.156
FLDetector2024.11		1.862	1.17
RLR2024.11		2.011	1.117
RLR2024.11		2.456	1.367
RLR2024.11		2.515	1.403
Multi-Krum2024.11		7.643	2.181
FLDetector2024.11		10.97	2.65
RLR2024.11		39.88	5.82