Sequence Modeling on LRA Image (Resource Usage)
3.03Model Parameters (M)Liquid-S4
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Liquid-S4Recurrent Embedded Deployment=true2025.07 | 3.03 | 6.11 | |
| mGRADERecurrent Embedded Deployment=true2025.07 | 3.42 | 769.5 | |
| DSS_SOFTMAXRecurrent Embedded Deployment=true2025.07 | 7.63 | 769.5 | |
| S5Recurrent Embedded Deployment=true, Bidirectional input processing=true2025.07 | 19.47 | 9 | |
| S4Recurrent Embedded Deployment=true2025.07 | 59.54 | 769.5 | |
| HGRNRecurrent Embedded Deployment=true, Bidirectional input processing=true2025.07 | 78.63 | 23.8 |