| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Cell Counting | VGG (test) | MAE4.1 | 14 | |
| Untargeted Adversarial Attack | VGG-19 | Fooling Rate100 | 5 | |
| CNN Inference Acceleration | VGG 16-layer (inference) | Conv Latency (ms)72.5 | 4 | |
| Model Inversion Defense (LOMMA-GMI Attack) | VGG-16 | Accuracy81.79 | 2 | |
| Graph partitioning | VGG computation graph | Edge Cut4 | 2 |