PACE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Monocular metric depth estimation | PACE | Delta 1 Accuracy94.82 | 8 | |
| Semantic Segmentation | PACE | mIoU7.34 | 8 | |
| Dominating Set | PACE 2025 | Validity Score100 | 5 | |
| Dominating Set | PACE Dominating Set 2025 (private instances) | Validity Score100 | 5 | |
| Depth Prediction | PACE NOCS (test) | Delta 1 Error0.1 | 4 | |
| Depth Prediction | PACE (test) | Delta 1 Error0.003 | 4 | |
| Depth Prediction | PACE RGB (test) | Delta10.108 | 4 | |
| Classification | PACE iRBD (LODO fold) | AUROC97.3 | 1 | |
| Classification | PACE all-RBD (LODO fold) | AUROC0.828 | 1 | |
| Differentiating all-RBD (iRBD and PD+RBD) from HCs | PACE all-RBD | AUROC93.8 | 1 | |
| Differentiating PD+RBD from HC/PD-RBD | PACE PD+RBD | AUROC95.6 | 1 | |
| Distinguishing iRBD from healthy controls (HC) | PACE iRBD | AUROC97.3 | 1 |
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