PSG
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Scene Graph Generation | PSG | mR@2022.2 | 21 | |
| Scene Graph Generation | PSG (test) | Recall52.5 | 18 | |
| Scene Graph Generation | PSG 1.0 (test) | R@2028.4 | 16 | |
| Scene Graph Generation (SGDet) | PSG dataset | R@2028.4 | 15 | |
| Object Detection | PSG | mAP53.1 | 14 | |
| Scene Graph Detection | PSG | mR@5030.9 | 11 | |
| Scene Graph Generation | PSG dataset | Recall@2039.25 | 10 | |
| Scene-graph-based image retrieval | PSG standard (test) | NDCG@10.8854 | 8 | |
| Panoptic Scene Graph Generation | PSG | R@2040.6 | 8 | |
| Predicate Classification | PSG 1.0 (test) | R@2045.9 | 8 | |
| Panoptic Scene Graph Generation | PSG (test) | R@2020.6 | 6 | |
| Sleep Stage Classification | Multiple PSG Datasets Average | Accuracy73.75 | 6 | |
| Scene Graph Detection | PSG 1.0 (test) | zR@506.8 | 6 | |
| Predicate Classification | PSG (test) | R@2045.9 | 5 |
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