| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Privacy-preserving neural network inference | AlexNet (inference) | Inference Time (s)0.4 | 21 | |
| Privacy-Preserving Neural Network Inference (Online Phase) | AlexNet WAN1 | Inference Time (s)0.4 | 3 | |
| Privacy-Preserving Neural Network Inference (Online Phase) | AlexNet LAN | Communication Overhead (MiB)2.5 | 3 | |
| Secure Neural Network Inference | AlexNet WAN1 | Latency (s)128 | 3 | |
| Graph partitioning | AlexNet computation graph | Edge Cut (%)5 | 2 |