| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| View Classification | ShapeStacks (test) | Accuracy99.7 | 6 | |
| Height Classification | ShapeStacks (test) | Accuracy88.4 | 6 | |
| Stability Classification | ShapeStacks (test) | Accuracy64 | 6 | |
| Trajectory Prediction | ShapeStacks (SS) (t ∈ [T_train, 2 × T_train]) | Avg Prediction Error4.73 | 5 | |
| Trajectory Prediction | ShapeStacks (SS) (train) | Average Prediction Error1.03 | 5 | |
| Object Segmentation | ShapeStacks (test) | ARI-FG0.81 | 4 | |
| Scene Generation | ShapeStacks | ELBO-7,019 | 3 |