Sequential Image Classification on psMNIST (test)
97.8AccuracyLRU
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LRUParams.=≈ 160k2026.01 | 97.8 | 33.8 | 0.21 | 0.63 | |
| TRANSFORMERParams.=≈ 160k2026.01 | 97.4 | 156.8 | 0.65 | 1.98 | |
| PARALESNParams.=≈ 160k2026.01 | 96.9 | 2.8 | 0.01 | 0.04 | |
| PARALESN (DEEP)Params.=≈ 160k2026.01 | 95.2 | 3.1 | 0.02 | 0.05 | |
| LSTMParams.=≈ 160k2026.01 | 92.8 | 89.3 | 0.47 | 1.41 | |
| MAMBAParams.=≈ 200k2026.01 | 92.6 | 43.25 | 0.24 | 0.73 | |
| ESN (DEEP)Params.=≈ 160k2026.01 | 82.1 | 7.3 | 0.04 | 0.11 | |
| ESNParams.=≈ 160k2026.01 | 78.2 | 4.3 | 0.02 | 0.06 |