Permuted Sequential Image Classification on PSMNIST
0.9825AccuracyBi-PDMU
Evaluation results
| Method | Links | |
|---|---|---|
| Bi-PDMUArchitecture=200+200, SNN=No2025.12 | 0.9825 | |
| EPDMUArchitecture=200+200, SNN=No2025.12 | 0.9824 | |
| PDMUArchitecture=200+200, SNN=No2025.12 | 0.9822 | |
| LMUArchitecture=200+200, SNN=No2025.12 | 0.9715 | |
| Lipschitz RNNArchitecture=200, SNN=No2025.12 | 0.964 | |
| DMUArchitecture=200, SNN=No2025.12 | 0.9639 | |
| Spiking DMUArchitecture=200+200, SNN=Yes2025.12 | 0.9607 | |
| coRNNArchitecture=200, SNN=No2025.12 | 0.9606 | |
| TC-LIFArchitecture=64+256+256, SNN=Yes2025.12 | 0.9536 | |
| SRNN+ALIFArchitecture=64+256+256, SNN=Yes2025.12 | 0.943 | |
| GRUArchitecture=-, SNN=No2025.12 | 0.9239 | |
| LSTMArchitecture=200, SNN=No2025.12 | 0.8986 |