| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | SSC | Top-1 Accuracy88.4 | 22 | |
| Keyword Spotting | SSC (test) | Accuracy74.66 | 15 | |
| Keyword Classification | SSC v1.0 (test) | Number of Spikes20,430 | 12 | |
| Spiking Auditory Classification | SSC (test) | Accuracy82.58 | 11 | |
| Keyword Spotting | SSC dataset | Accuracy85.3 | 10 | |
| Audio Keyword Classification | SSC | Top-1 Accuracy78.8 | 8 | |
| Sound Recognition | SSC (test) | Accuracy86.9 | 6 | |
| Sound Recognition | SSC | Accuracy74.4 | 2 | |
| Area-oriented circuit optimization | SSC | Area17.58 | 1 |