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ResearchFormerly WizWand

1D Image Classification on sCIFAR 1.0 (test)

94.26AccuracyMRConv, Dilated
60.917669.573878.2386.8862Aug 18, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MRConv, DilatedInput length=10242024.0894.26
MultiresNetInput length=1024, Category=Convolutional Models2024.0893.15
CCNNInput length=1024, Category=Convolutional Models2024.0893.08
MRConv, FourierInput length=10242024.0892.67
Long Conv, Learnable ButterfyInput length=1024, Category=Convolutional Models2024.0892.5
MRConv, Fourier+SparseInput length=10242024.0892.4
Long Conv, Geom InitInput length=1024, Category=Convolutional Models2024.0892.1
Liquid-S4Input length=1024, Category=State Space Models2024.0892.02
S4Input length=1024, Category=State Space Models2024.0891.8
S5Input length=1024, Category=State Space Models2024.0890.1
S4DInput length=1024, Category=State Space Models2024.0889.92
FlexConvInput length=1024, Category=Convolutional Models2024.0880.82
TrellisNetInput length=1024, Category=Convolutional Models2024.0873.42
r-LSTMInput length=1024, Category=RNNs2024.0872.2
LipschitzRNNInput length=1024, Category=RNNs2024.0864.2
CKConvInput length=1024, Category=Convolutional Models2024.0863.74
LSTMInput length=1024, Category=RNNs2024.0863.01
TransformerInput length=10242024.0862.2