| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Gender Bias Evaluation | RealWorldQuestioning Health Recommendations | Shannon Entropy (T-test Statistic)0.75 | 4 | |
| Gender Bias Evaluation | RealWorldQuestioning Investment Recommendations | Shannon Entropy (T-test Statistic)0.9 | 4 | |
| Gender Bias Evaluation | RealWorldQuestioning Jobs Recommendations | Shannon Entropy (T-statistic)1.44 | 4 | |
| Gender Bias Evaluation | RealWorldQuestioning Education Recommendations | Shannon Entropy (T-stat)2 | 4 | |
| Gender bias evaluation | RealWorldQuestioning Health Recommendations 1.0 | Proportion (Male More Info)80.89 | 4 | |
| Gender bias evaluation | RealWorldQuestioning Investment Recommendations 1.0 (Entire Dataset) | Male More Information77.37 | 4 | |
| Gender bias evaluation | RealWorldQuestioning Jobs Recommendations 1.0 | Male More Information70.54 | 4 | |
| Gender bias evaluation | RealWorldQuestioning Education Recommendations 1.0 (Entire Dataset) | Proportion Male More Information69.62 | 4 |