| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Predicate Classification (PredCls) | 3DSSG (val) | Recall@2070.5 | 14 | |
| Scene Graph Classification (SGCls) | 3DSSG (val) | Recall@2033.8 | 14 | |
| Triplet Prediction | 3DSSG (val) | A@5092.67 | 10 | |
| Predicate Classification (PredCls) | 3DSSG | mR@2057.8 | 7 | |
| Scene Graph Classification (SGCls) | 3DSSG | mR@200.31 | 7 | |
| Predicate Prediction | 3DSSG (val) | Accuracy@192.4 | 6 | |
| Object Prediction | 3DSSG (val) | A@166.39 | 6 | |
| Material Estimation | 3DSSG (test) | mIoU23.5 | 4 | |
| 3D Scene Graph Triplet Prediction | 3DSSG unseen triplets (val) | A@5031.28 | 4 | |
| 3D Scene Graph Predicate Prediction | 3DSSG (val) | Head mA@396.66 | 4 |