| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Segment Anything | SA-23 (All) | mIoU (1-click)61.9 | 11 | |
| Accident Detection | SA (test) | AUC0.558 | 9 | |
| Clustering | SA | Avg Silhouette0.483 | 7 | |
| Clustering | SA | ARI0.71 | 7 | |
| Segment Anything | SA-23 Video (val test) | mIoU (1-click)60.1 | 5 | |
| Point-level consensus correctness prediction | SA | AUPRC89.4 | 4 | |
| Robustness Evaluation | SA-V | Identity Bit Accuracy100 | 4 | |
| Screen Annotation | SA (test) | Accuracy86.2 | 1 |