Image Classification on pMNIST (test)
98.76AccuracyLSSL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LSSL2026.02 | 98.76 | — | |
| CKConv2026.02 | 98.54 | — | |
| GraphPLNumber of clients=5, Aggregation=FedAvg2026.04 | 98.5 | — | |
| LMU-FFT2026.02 | 98.49 | — | |
| suGRU2026.02 | 98.46 | — | |
| MoPoENumber of clients=5, Aggregation=FedAvg2026.04 | 98.4 | — | |
| HiPPO-RNN2026.02 | 98.3 | — | |
| MMVAENumber of clients=5, Aggregation=FedAvg2026.04 | 98.2 | — | |
| TrellisNet2026.02 | 98.13 | — | |
| The Transformertype=Non-recurrent2019.01 | 97.9 | — | |
| Transformer2026.02 | 97.9 | — | |
| TCN2026.02 | 97.2 | — | |
| UR-LSTM2026.02 | 96.96 | — | |
| CLAPNumber of clients=5, Aggregation=FedAvg2026.04 | 96.9 | — | |
| MVAENumber of clients=5, Aggregation=FedAvg2026.04 | 96.8 | — | |
| Dilated CNNtype=Non-recurrent2019.01 | 96.7 | — | |
| UR-GRU2026.02 | 96.51 | — | |
| DNC-CUWtype=Recurrent2019.01 | 96.3 | — | |
| LipschitzRNN2026.02 | 96.3 | — | |
| PMC-CLIP2023.03 | 95.35 | 99.02 | |
| r-LSTM2026.02 | 95.2 | — | |
| LSTM2026.02 | 95.11 | — | |
| SADAE2023.03 | 91.8 | 98.3 | |
| DWT-CV2023.03 | 88.67 | 95.69 | |
| ResNet502023.03 | 88.4 | 96.2 |