Federated Learning Classification on MNIST FedAvg 0.962 (test) benchmark leaderboard · SOTA2 Research

Federated Learning Classification on MNIST FedAvg 0.962 (test)

96.2AccuracyTrmean

Evaluation Results

Method	Links
Trmean2023.10		96.2
Mkrum2023.10		96.1
DnC2023.10		96
DnC2023.10		96
RECESS2023.10		95.9
RECESS2023.10		95.9
FLTrust2023.10		95.8
FLTrust2023.10		95.7
RECESS2023.10		95.7
RECESS2023.10		95.7
DnC2023.10		95.7
DnC2023.10		95.6
RECESS2023.10		95.5
RECESS2023.10		95.5
Bulyan2023.10		95.4
RECESS2023.10		95.4
RECESS2023.10		95.2
FLTrust2023.10		95.2
FLTrust2023.10		95.2
DnC2023.10		95.1
RECESS2023.10		95.1
DnC2023.10		95.1
FLTrust2023.10		95.1
DnC2023.10		95
RECESS2023.10		94.8
RECESS2023.10		94.8
DnC2023.10		94.6
Trmean2023.10		94.5
Trmean2023.10		94.4
DnC2023.10		94.4
FLTrust2023.10		94.2
DnC2023.10		94.1
DnC2023.10		93.7
Median2023.10		93.2
FLTrust2023.10		92.9
Mkrum2023.10		92.9
FLTrust2023.10		92.6
FLTrust2023.10		92.3
Median2023.10		91.7
Median2023.10		91.5
Median2023.10		91.4
Median2023.10		91.3
Median2023.10		91.2
Trmean2023.10		91.1
Median2023.10		91
FLTrust2023.10		90.2
Bulyan2023.10		90.1
Median2023.10		90.1
Mkrum2023.10		90
Trmean2023.10		89.8
Bulyan2023.10		89.6
Median2023.10		89.6
FLTrust2023.10		89.3
Median2023.10		89.1
Krum2023.10		88.9
Median2023.10		88.8
Bulyan2023.10		88.7
Krum2023.10		88.6
Bulyan2023.10		88.3
Bulyan2023.10		87.7
Trmean2023.10		87.7
Bulyan2023.10		87.5
Krum2023.10		87.5
Bulyan2023.10		87.2
Bulyan2023.10		87.2
Bulyan2023.10		86.9
Trmean2023.10		86.9
Trmean2023.10		86.7
Bulyan2023.10		86.2
Trmean2023.10		85.6
Mkrum2023.10		85.5
Trmean2023.10		85.2
Mkrum2023.10		84.6
Trmean2023.10		84.6
Mkrum2023.10		83.5
Mkrum2023.10		82.9
Mkrum2023.10		80.7
Mkrum2023.10		80.5
Mkrum2023.10		79.8
Krum2023.10		79.4
Mkrum2023.10		77.5
Krum2023.10		76.2
Krum2023.10		71.2
Krum2023.10		68.1
Krum2023.10		64.5
Krum2023.10		63.3
Krum2023.10		60.1
Krum2023.10		54.7