1D Image Classification on sCIFAR 1.0 (test)
94.26AccuracyMRConv, Dilated
Evaluation Results
| Method | Links | |
|---|---|---|
| MRConv, DilatedInput length=10242024.08 | 94.26 | |
| MultiresNetInput length=1024, Category=Convolutional Models2024.08 | 93.15 | |
| CCNNInput length=1024, Category=Convolutional Models2024.08 | 93.08 | |
| MRConv, FourierInput length=10242024.08 | 92.67 | |
| Long Conv, Learnable ButterfyInput length=1024, Category=Convolutional Models2024.08 | 92.5 | |
| MRConv, Fourier+SparseInput length=10242024.08 | 92.4 | |
| Long Conv, Geom InitInput length=1024, Category=Convolutional Models2024.08 | 92.1 | |
| Liquid-S4Input length=1024, Category=State Space Models2024.08 | 92.02 | |
| S4Input length=1024, Category=State Space Models2024.08 | 91.8 | |
| S5Input length=1024, Category=State Space Models2024.08 | 90.1 | |
| S4DInput length=1024, Category=State Space Models2024.08 | 89.92 | |
| FlexConvInput length=1024, Category=Convolutional Models2024.08 | 80.82 | |
| TrellisNetInput length=1024, Category=Convolutional Models2024.08 | 73.42 | |
| r-LSTMInput length=1024, Category=RNNs2024.08 | 72.2 | |
| LipschitzRNNInput length=1024, Category=RNNs2024.08 | 64.2 | |
| CKConvInput length=1024, Category=Convolutional Models2024.08 | 63.74 | |
| LSTMInput length=1024, Category=RNNs2024.08 | 63.01 | |
| TransformerInput length=10242024.08 | 62.2 |