| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | NICO++ (ID) | Accuracy88.2 | 24 | |
| Risky sample generation | NICO++ | Generation Time (s)7.35 | 12 | |
| Risky Sample Transferability | NICO++ | Error Rate6.4 | 9 | |
| Bias discovery | NICO++ 75/90/95 (test) | Precision@10 (75% Strength)0.64 | 6 |