Image Classification on sCIFAR (test)
94.26AccuracyMRConv, Dilated
Evaluation Results
| Method | Links | |
|---|---|---|
| MRConv, DilatedInput length=10242024.08 | 94.26 | |
| MultiresNetInput length=10242024.08 | 93.15 | |
| CCNNInput length=10242024.08 | 93.08 | |
| MRConv, FourierInput length=10242024.08 | 92.67 | |
| Long Conv, Learnable ButterfyInput length=10242024.08 | 92.5 | |
| MRConv, Fourier+SparseInput length=10242024.08 | 92.4 | |
| Long Conv, Geom InitInput length=10242024.08 | 92.1 | |
| Liquid-S4Input length=10242024.08 | 92.02 | |
| S4Input length=10242024.08 | 91.8 | |
| S5Input length=10242024.08 | 90.1 | |
| S4DInput length=10242024.08 | 89.92 | |
| suGRU2026.02 | 87.26 | |
| LSSL2026.02 | 84.65 | |
| FlexConvInput length=10242024.08 | 80.82 | |
| UR-GRU2026.02 | 74.4 | |
| TrellisNetInput length=10242024.08 | 73.42 | |
| TrellisNet2026.02 | 73.42 | |
| r-LSTM2026.02 | 72.2 | |
| UR-LSTM2026.02 | 71 | |
| LipschitzRNN2026.02 | 64.2 | |
| CKConvInput length=10242024.08 | 63.74 | |
| CKConv2026.02 | 63.74 | |
| LSTM2026.02 | 63.01 | |
| TransformerInput length=10242024.08 | 62.2 | |
| Transformer2026.02 | 62.2 | |
| HiPPO-RNN2026.02 | 61.1 |