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ShapeStacks

Benchmarks

Task NameDataset NameSOTA ResultTrend
View ClassificationShapeStacks (test)
Accuracy99.7
6
Height ClassificationShapeStacks (test)
Accuracy88.4
6
Stability ClassificationShapeStacks (test)
Accuracy64
6
Trajectory PredictionShapeStacks (SS) (t ∈ [T_train, 2 × T_train])
Avg Prediction Error4.73
5
Trajectory PredictionShapeStacks (SS) (train)
Average Prediction Error1.03
5
Object SegmentationShapeStacks (test)
ARI-FG0.81
4
Scene GenerationShapeStacks
ELBO-7,019
3
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