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Image Classification on FashionMNIST

96.93Accuracy

L2P-AHIL

Updated 4d ago

Evaluation Results

Method	Links
L2P-AHIL 2024.11		96.93
FT-DARTS 2025.02		96.91
Fully Supervised 2024.11		96.39
Ours (mobile) 2025.02		96.22
Ours (tiny) 2025.02		95.9
SoftMatch 2024.11		95.86
SoftMatch 2024.11		95.85
L2P-AHIL 2024.11		95.78
L2P-AHIL 2024.11		95.27
SoftMatch 2024.11		95.18
SoftMatch 2024.11		94.73
LLP-VAT 2024.11		94.69
ROT 2024.11		94.25
DLLP 2024.11		94.2
L2P-AHIL 2024.11		94.19
LLP-VAT 2024.11		94.17
DLLP 2024.11		93.7
ROT 2024.11		93.68
L2P-AHIL 2024.11		93.51
SoftMatch 2024.11		93.29
LLP-VAT 2024.11		93.25
DLLP 2024.11		93.18
OnDev-LCT-8/1 2024.01		93.15
OnDev-LCT-4/1 2024.01		93.13
OnDev-LCT-2/1 2024.01		92.97
OnDev-LCT-1/1 2024.01		92.85
ResNet-32 2024.01		92.77
ResNet-20 2024.01		92.75
ResNet-44 2024.01		92.73
ROT 2024.11		92.53
ABBR FLAME 2025.12		92.4
FLAME 2025.12		92.4
ABBR FLAME 2025.12		92.4
OnDev-LCT-8/1 2024.01		92.37
LLP-VAT 2024.11		92.3
FLAME 2025.12		92.3
OnDev-LCT-4/1 2024.01		92.26
OnDev-LCT-4/1 2024.01		92.21
ResNet-44 2024.01		92.15
OnDev-LCT-2/1 2024.01		92.14
ResNet-32 2024.01		92.12
OnDev-LCT-2/1 2024.01		92.07
ResNet-20 2024.01		92.06
ResNet-32 2024.01		92.04
ResNet-44 2024.01		92.04
OnDev-LCT-1/1 2024.01		92.03
OnDev-LCT-8/1 2024.01		91.94
OnDev-LCT-1/1 2024.01		91.88
ROT 2024.11		91.84
ResNet-20 2024.01		91.83
DLLP 2024.11		91.7
OnDev-LCT-4/1 2024.01		91.56
CCT-4/2 2024.01		91.53
CCT-2/2 2024.01		91.33
OnDev-LCT-2/1 2024.01		91.13
ResNet-44 2024.01		91.01
OnDev-LCT-1/1 2024.01		90.92
OnDev-LCT-8/1 2024.01		90.84
ResNet-32 2024.01		90.75
CCT-4/2 2024.01		90.74
ResNet-20 2024.01		90.71
MobileNetv2/0.5 2024.01		90.62
CCT-2/2 2024.01		90.42
MobileNetv2/0.5 2024.01		90.15
ROT 2024.11		90.14
CCT-4/2 2024.01		89.95
MobileNetv2/0.2 2024.01		89.87
PC-Iavg 2026.01		89.8
DLLP 2024.11		89.62
BP 2026.01		89.55
LLP-VAT 2024.11		89.51
MobileNetv2/0.2 2024.01		89.49
CCT-4/2 2024.01		88.96
PC-Iavg 2026.01		88.88
ViT-Lite-2/8 2024.01		88.82
ViT-Lite-1/8 2024.01		88.79
PC-Ifw 2026.01		88.5
CCT-2/2 2024.01		88.45
LLPFC 2024.11		88.4
BP 2026.01		88.09
ViT-Lite-2/8 2024.01		87.89
ViT-Lite-1/8 2024.01		87.82
PC-Ifw 2026.01		87.81
PC-Iavg 2026.01		87.64
MobileNetv2/0.5 2024.01		87.59
MobileNetv2/0.2 2024.01		86.9
CCT-2/2 2024.01		86.87
MobileNetv2/0.5 2024.01		86.62
BP 2026.01		86.58
PC-Ifw 2026.01		86.55
FedProto 2026.01		85.96
LLPFC 2024.11		85.85
RefProtoFL 2026.01		85.76
FedGH 2026.01		85.74
MobileNetv2/0.2 2024.01		85.7
FedAvg 2026.01		85.1
FedNova 2026.01		84.91
VHL 2026.01		84.29
FedProx 2026.01		83.95
OnDev-LCT-4/1 2024.01		83.71

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