Sequence Modeling on LRA ListOps (Model Size/Activation)
1.42ParametersLiquid-S4
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Liquid-S4Recurrent Embedded Deployment=true2025.07 | 1.42 | 31,200 | |
| S4Recurrent Embedded Deployment=true2025.07 | 12.6 | 191,400 | |
| mGRADERecurrent Embedded Deployment=true2025.07 | 164.1 | 11,700 | |
| HGRNRecurrent Embedded Deployment=true, Bidirectional input processing=true2025.07 | 328.1 | 1,600 | |
| S5Recurrent Embedded Deployment=true, Bidirectional input processing=true2025.07 | 742.2 | 5,900 | |
| LRURecurrent Embedded Deployment=true2025.07 | 742.2 | 5,900 | |
| DSS_SOFTMAXRecurrent Embedded Deployment=true2025.07 | 804.7 | 191,400 |