| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Worst-case risk optimization | w8a | Total Gradients63,940 | 3 | |
| Classification | w8a LIBSVM (test) | Accuracy98.1 | 2 | |
| Dual Gaussian-kernelized SVM optimization | w8a | Running Time (s)25.7 | 2 | |
| Classification | w8a (test) | Test Accuracy98.6 | 2 |