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ResearchFormerly WizWand

Classification on P-MNIST

95.97AccuracyJoint NPCL
64.655672.785380.91589.0447Oct 30, 2023Dec 27, 2023Feb 24, 2024Apr 22, 2024Jun 20, 2024Aug 17, 2024Oct 15, 2024
Updated 3mo ago

Evaluation results

MethodLinks
Joint NPCLEvaluation Protocol=Joint Training2023.1095.97
Joint ANPEvaluation Protocol=Joint Training2023.1095.39
Joint NPEvaluation Protocol=Joint Training2023.1095.02
Joint ResNetEvaluation Protocol=Joint Training2023.1094.33
TPFedCategory=DFed(W)2024.1094.22
pFedClubCategory=SFed2024.1093.95
SQMDCategory=SFed2024.1093.79
FedMDCategory=CFed2024.1093.75
TPFed-idxCategory=DFed(W)2024.1093.75
BlockFLCategory=CFed2024.1093.42
KD-PDFLCategory=DFed(G)2024.1092.32
ProxyFLCategory=DFed(G)2024.1092.24
SILOCategory=SILO2024.1087.74
Multitask NPCLEvaluation Protocol=Joint Training2023.1087.4
DERMsize=500, Evaluation Protocol=Domain-IL2023.1087.29
NPCLMsize=500, Evaluation Protocol=Domain-IL2023.1086.52
FDRMsize=500, Evaluation Protocol=Domain-IL2023.1083.18
NPCLMsize=200, Evaluation Protocol=Domain-IL2023.1083.11
ST-NPCLMsize=500, Evaluation Protocol=Domain-IL2023.1082.06
DERMsize=200, Evaluation Protocol=Domain-IL2023.1081.74
ANPMsize=500, Evaluation Protocol=Domain-IL2023.1080.98
ERMsize=500, Evaluation Protocol=Domain-IL2023.1080.6
NPMsize=500, Evaluation Protocol=Domain-IL2023.1079.44
ST-NPCLMsize=200, Evaluation Protocol=Domain-IL2023.1076.4
oEWCEvaluation Protocol=Domain-IL2023.1075.79
FDRMsize=200, Evaluation Protocol=Domain-IL2023.1074.77
ANPMsize=200, Evaluation Protocol=Domain-IL2023.1073.55
Naive NPCLMsize=500, Evaluation Protocol=Domain-IL2023.1073.3
ERMsize=200, Evaluation Protocol=Domain-IL2023.1072.37
NPMsize=200, Evaluation Protocol=Domain-IL2023.1070.02
Naive NPCLMsize=200, Evaluation Protocol=Domain-IL2023.1068.37
SIEvaluation Protocol=Domain-IL2023.1065.86