| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Concept Erasure | Ring-77 | Nudity Rate6.32 | 7 | |
| Concept Erasure | Ring-16 | Nudity Rate11.58 | 7 | |
| Classification | Ring (5-fold cross-val) | Accuracy88.82 | 7 | |
| Classification | ring | Accuracy97.8 | 7 | |
| Random Forest Compilation | ring | %A87.48 | 2 | |
| Target distribution approximation | Ring | Wasserstein-2 Distance (Sinkhorn)0.1074 | 2 | |
| Secure Comparison | Ring Z2k (online phase) | Metric- | 0 |