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ResearchFormerly WizWand

Image Classification on CIFAR-100 (test) (Communication Rounds)

120Communication RoundsFedCM
69.52410.267511,091.74Nov 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FedCMTarget Accuracy=38%, Data Distribution=Dir(mu=0.6)2023.11120
FedCMTarget Accuracy=38%, Data Distribution=Dir(mu=0.3)2023.11126
MoFedSAMTarget Accuracy=38%, Data Distribution=Dir(mu=0.3)2023.11146
MoFedSAMTarget Accuracy=38%, Data Distribution=Dir(mu=0.6)2023.11154
FedCMTarget Accuracy=38%, Data Distribution=Path(n=20)2023.11157
FedMRURTarget Accuracy=38%, Data Distribution=Dir(mu=0.6)2023.11157
FedCMTarget Accuracy=42%, Data Distribution=Dir(mu=0.6)2023.11173
FedMRURTarget Accuracy=38%, Data Distribution=Dir(mu=0.3)2023.11179
MoFedSAMTarget Accuracy=42%, Data Distribution=Dir(mu=0.3)2023.11192
FedMRURTarget Accuracy=42%, Data Distribution=Dir(mu=0.6)2023.11192
FedCMTarget Accuracy=42%, Data Distribution=Dir(mu=0.3)2023.11193
MoFedSAMTarget Accuracy=42%, Data Distribution=Dir(mu=0.6)2023.11197
MoFedSAMTarget Accuracy=38%, Data Distribution=Path(n=20)2023.11211
FedMRURTarget Accuracy=38%, Data Distribution=Path(n=20)2023.11223
FedMRURTarget Accuracy=42%, Data Distribution=Dir(mu=0.3)2023.11230
FedMRURTarget Accuracy=45%, Data Distribution=Dir(mu=0.6)2023.11241
MoFedSAMTarget Accuracy=45%, Data Distribution=Dir(mu=0.6)2023.11243
FedCMTarget Accuracy=38%, Data Distribution=Path(n=10)2023.11255
FedCMTarget Accuracy=42%, Data Distribution=Path(n=20)2023.11260
MoFedSAMTarget Accuracy=42%, Data Distribution=Path(n=20)2023.11260
FedMRURTarget Accuracy=45%, Data Distribution=Dir(mu=0.3)2023.11263
FedMRURTarget Accuracy=42%, Data Distribution=Path(n=20)2023.11266
FedCMTarget Accuracy=45%, Data Distribution=Dir(mu=0.6)2023.11276
MoFedSAMTarget Accuracy=45%, Data Distribution=Dir(mu=0.3)2023.11278
MoFedSAMTarget Accuracy=38%, Data Distribution=Path(n=10)2023.11300
SCAFFOLDTarget Accuracy=38%, Data Distribution=Dir(mu=0.6)2023.11301
SCAFFOLDTarget Accuracy=38%, Data Distribution=Dir(mu=0.3)2023.11322
FedMRURTarget Accuracy=45%, Data Distribution=Path(n=20)2023.11338
FedMRURTarget Accuracy=38%, Data Distribution=Path(n=10)2023.11341
FedCMTarget Accuracy=45%, Data Distribution=Dir(mu=0.3)2023.11353
SCAFFOLDTarget Accuracy=38%, Data Distribution=Path(n=20)2023.11389
MoFedSAMTarget Accuracy=42%, Data Distribution=Path(n=10)2023.11392
MoFedSAMTarget Accuracy=45%, Data Distribution=Path(n=20)2023.11400
SCAFFOLDTarget Accuracy=42%, Data Distribution=Dir(mu=0.6)2023.11406
FedMRURTarget Accuracy=42%, Data Distribution=Path(n=10)2023.11424
SCAFFOLDTarget Accuracy=42%, Data Distribution=Dir(mu=0.3)2023.11449
FedCMTarget Accuracy=45%, Data Distribution=Path(n=20)2023.11470
FedProxTarget Accuracy=38%, Data Distribution=Dir(mu=0.6)2023.11480
FedMRURTarget Accuracy=45%, Data Distribution=Path(n=10)2023.11484
FedProxTarget Accuracy=38%, Data Distribution=Dir(mu=0.3)2023.11488
FedAvgTarget Accuracy=38%, Data Distribution=Dir(mu=0.3)2023.11494
FedAvgTarget Accuracy=38%, Data Distribution=Dir(mu=0.6)2023.11513
SCAFFOLDTarget Accuracy=45%, Data Distribution=Dir(mu=0.6)2023.11521
FedCMTarget Accuracy=42%, Data Distribution=Path(n=10)2023.11527
SCAFFOLDTarget Accuracy=42%, Data Distribution=Path(n=20)2023.11558
MoFedSAMTarget Accuracy=45%, Data Distribution=Path(n=10)2023.11575
SCAFFOLDTarget Accuracy=38%, Data Distribution=Path(n=10)2023.11585
SCAFFOLDTarget Accuracy=45%, Data Distribution=Dir(mu=0.3)2023.11616
FedProxTarget Accuracy=38%, Data Distribution=Path(n=20)2023.11638
FedAvgTarget Accuracy=38%, Data Distribution=Path(n=20)2023.11655
FedExpTarget Accuracy=38%, Data Distribution=Dir(mu=0.6)2023.11715
FedExpTarget Accuracy=38%, Data Distribution=Dir(mu=0.3)2023.11782
SCAFFOLDTarget Accuracy=45%, Data Distribution=Path(n=20)2023.11784
FedExpTarget Accuracy=38%, Data Distribution=Path(n=20)2023.11795
FedCMTarget Accuracy=45%, Data Distribution=Path(n=10)2023.11842
FedExpTarget Accuracy=42%, Data Distribution=Dir(mu=0.6)2023.11985
SCAFFOLDTarget Accuracy=42%, Data Distribution=Path(n=10)2023.11998
FedExpTarget Accuracy=38%, Data Distribution=Path(n=10)2023.111,076
FedExpTarget Accuracy=42%, Data Distribution=Path(n=20)2023.111,132
FedExpTarget Accuracy=42%, Data Distribution=Dir(mu=0.3)2023.111,144
FedExpTarget Accuracy=42%, Data Distribution=Path(n=10)2023.111,382