| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Scenario Reduction | SEL Large-scale 50 instances (test) | REG13.54 | 28 | |
| Scenario Reduction | SEL Medium-scale 50 instances (test) | REG Score13.56 | 28 | |
| Selection | SEL-20-50 small (test) | REG Score22.11 | 26 | |
| Semantic Line Detection | SEL (test) | CD Avg Precision88.6 | 6 | |
| Semantic Line Detection | SEL | Network Forward Time (s)0.014 | 6 | |
| Semantic Line Detection | SEL Hard | AUC_P87.6 | 6 | |
| Semantic Line Detection | SEL | AUC_P89.61 | 6 | |
| Scenario Compression | SEL-20-50 | Mean Compression Ratio15.3 | 3 | |
| Stochastic Evacuation Location | SEL S=200 (test) | Regret (k=4)1.24 | 3 | |
| Stochastic Evacuation Location | SEL S=100 (test) | Regret (k=2)3.35 | 3 |