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ResearchFormerly WizWand

Image Classification on MNIST 5 tasks (test)

96.5AccuracyGSA
25.998444.301762.60580.9083May 24, 2023Nov 27, 2023Jun 1, 2024Dec 6, 2024Jun 11, 2025Dec 15, 2025Jun 21, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GSAMemory Buffer Size (M)=1k2023.0596.5
SSILMemory Buffer Size (M)=1k2023.0595.1
Rainbow-rtMemory Buffer Size (M)=1k2023.0595
BiCMemory Buffer Size (M)=1k2023.0594.8
Co2LMemory Buffer Size (M)=1k2023.0594.7
SCRMemory Buffer Size (M)=1k2023.0594.6
GDumbMemory Buffer Size (M)=1k2023.0594.5
CCILMemory Buffer Size (M)=1k2023.0594
IL2AMemory Buffer Size (M)=1k2023.0593.9
GSAMemory Buffer Size (M)=0.5k2023.0593.2
BiCMemory Buffer Size (M)=0.5k2023.0593
SSILMemory Buffer Size (M)=0.5k2023.0593
SCRMemory Buffer Size (M)=0.5k2023.0592.8
CCILMemory Buffer Size (M)=0.5k2023.0592.8
IL2AMemory Buffer Size (M)=0.5k2023.0592.7
Rainbow-rtMemory Buffer Size (M)=0.5k2023.0592.1
DER++Memory Buffer Size (M)=1k2023.0592.1
ER-AMLMemory Buffer Size (M)=1k2023.0591.5
DER++Memory Buffer Size (M)=0.5k2023.0591.5
Co2LMemory Buffer Size (M)=0.5k2023.0591.5
GSAMemory Buffer Size (M)=0.1k2023.0591.4
MIRMemory Buffer Size (M)=1k2023.0591.3
GDumbMemory Buffer Size (M)=0.5k2023.0591
BiCMemory Buffer Size (M)=0.1k2023.0590.4
ERMemory Buffer Size (M)=1k2023.0590.3
IL2AMemory Buffer Size (M)=0.1k2023.0590.2
LUCIRMemory Buffer Size (M)=1k2023.0590.1
Rainbow-rtMemory Buffer Size (M)=0.1k2023.0589.1
MIRMemory Buffer Size (M)=0.5k2023.0588.3
SSILMemory Buffer Size (M)=0.1k2023.0588.2
ERMemory Buffer Size (M)=0.5k2023.0588
GSSMemory Buffer Size (M)=1k2023.0587.5
LUCIRMemory Buffer Size (M)=0.5k2023.0587.2
OnlineHDDimension=64D2026.0686.98
NeuralHDDimension=64D2026.0686.95
CCILMemory Buffer Size (M)=0.1k2023.0586.4
SCRMemory Buffer Size (M)=0.1k2023.0586.2
ER-AMLMemory Buffer Size (M)=0.5k2023.0586
Co2LMemory Buffer Size (M)=0.1k2023.0583.1
ASERMemory Buffer Size (M)=1k2023.0582.1
GDumbMemory Buffer Size (M)=0.1k2023.0581.2
GSSMemory Buffer Size (M)=0.5k2023.0580.7
NeuralHDDimension=32D2026.0679.67
MIRMemory Buffer Size (M)=0.1k2023.0579
ERMemory Buffer Size (M)=0.1k2023.0578.7
ER-AMLMemory Buffer Size (M)=0.1k2023.0576.5
OnlineHDDimension=32D2026.0676.5
DER++Memory Buffer Size (M)=0.1k2023.0574.4
LUCIRMemory Buffer Size (M)=0.1k2023.0573.2
VanillaDimension=64D2026.0671.17
ASERMemory Buffer Size (M)=0.5k2023.0571
GSSMemory Buffer Size (M)=0.1k2023.0570.4
NeuralHDDimension=16D2026.0669.59
AdaptHDDimension=64D2026.0662.39
AGEMMemory Buffer Size (M)=1k2023.0561.6
ASERMemory Buffer Size (M)=0.1k2023.0561.6
VanillaDimension=32D2026.0658.66
AGEMMemory Buffer Size (M)=0.5k2023.0557.7
CompHDDimension=64D2026.0657.24
AGEMMemory Buffer Size (M)=0.1k2023.0556.9
OnlineHDDimension=16D2026.0653.3
QuantHDDimension=64D2026.0653.29
CompHDDimension=32D2026.0648.76
AdaptHDDimension=32D2026.0646.27
VanillaDimension=16D2026.0644.54
CompHDDimension=16D2026.0638.79
QuantHDDimension=32D2026.0636.56
SparseHDDimension=64D2026.0635.12
AdaptHDDimension=16D2026.0634.43
LeHDCDimension=16D2026.0632.54
SparseHDDimension=32D2026.0630.85
LeHDCDimension=64D2026.0630.73
LeHDCDimension=32D2026.0630.31
QuantHDDimension=16D2026.0629.78
SparseHDDimension=16D2026.0628.71