Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Personalized Federated Learning on CIFAR10 pathological non-IID (50 clients, 800 samples)
Loading...
94.05
Top-1 Acc
SuPerFed-MM
41.0516
54.8108
68.57
82.3292
Sep 16, 2021
Top-1 Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Acc
SuPerFed-MM
Mixing Method=Model Mi...
2021.09
94.05
SuPerFed-LM
Mixing Method=Layer Mi...
2021.09
93.88
pFedMe
2021.09
92.97
FedPer
2021.09
89.1
LG-FedAvg
2021.09
89.03
APFL
2021.09
87.99
Ditto
2021.09
85.53
FedRep
2021.09
82
FedProx
2021.09
49.01
SCAFFOLD
2021.09
43.81
FedAvg
2021.09
43.09
Feedback
Search any
task
Search any
task