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Image Classification on CIFAR-100 VGG-11 (test)

11Communication RoundsGradMA
-44.72331.39707.51,083.61Feb 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GradMAomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0211
GradMA-Somega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0214
MIFAMomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0225
MIFAomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0254
FedMLBomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0263
FedProxMomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0267
FedMLBMomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0269
FedAvgMomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0273
Feddynomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0283
MOONMomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.0285
FedAvgomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.02106
MimeLiteomega=1.0, S=5, target accuracy=15%, backbone=VGG-11, communication load=2x per round2023.02134
GradMA-Womega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.02136
FedProxomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.02197
MOONomega=1.0, S=5, target accuracy=15%, backbone=VGG-112023.02247
GradMAomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02253
GradMA-Somega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02266
GradMAomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02274
GradMA-Somega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02297
MimeLiteomega=1.0, S=50, target accuracy=40%, backbone=VGG-11, communication load=2x per round2023.02329
MimeLiteomega=1.0, S=10, target accuracy=30%, backbone=VGG-11, communication load=2x per round2023.02355
Feddynomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02356
GradMA-Womega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02389
FedAvgMomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02397
FedProxMomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02397
MOONMomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02417
GradMA-Womega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02420
FedProxomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02429
FedAvgMomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02429
FedAvgomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02435
FedProxomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02435
FedAvgomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02437
Feddynomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02441
MOONomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02458
MOONMomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02461
FedProxMomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02468
MOONomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02475
FedMLBomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02511
FedMLBMomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02522
FedMLBMomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02522
MIFAMomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02547
FedMLBomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02548
GradMAomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.02559
MIFAomega=1.0, S=50, target accuracy=40%, backbone=VGG-112023.02567
GradMA-Somega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.02579
MIFAomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02631
FedAvgMomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.02654
FedProxMomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.02665
MimeLiteomega=1.0, S=50, target accuracy=60%, backbone=VGG-11, communication load=2x per round2023.02675
MIFAMomega=1.0, S=10, target accuracy=30%, backbone=VGG-112023.02677
MOONMomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.02697
Feddynomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.02736
Scaffoldomega=1.0, S=10, target accuracy=30%, backbone=VGG-11, communication load=2x per round2023.02806
MIFAMomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.02883
FedMLBMomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.02922
GradMA-Womega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.021,027
FedAvgomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.021,071
MIFAomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.021,075
FedProxomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.021,081
MOONomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.021,088
FedMLBomega=1.0, S=50, target accuracy=60%, backbone=VGG-112023.021,404