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Papers Benchmarks Datasets Tasks

ShapeStacks dataset and benchmarks · SOTA2 Research

Research Datasets

ShapeStacks

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

View Classification

ShapeStacks (test)

99.7Accuracy

6

Height Classification

ShapeStacks (test)

88.4Accuracy

6

Stability Classification

ShapeStacks (test)

64Accuracy

6

Trajectory Prediction

ShapeStacks (SS) (t ∈ [T_train, 2 × T_train])

4.73Avg Prediction Error

5

Trajectory Prediction

ShapeStacks (SS) (train)

1.03Average Prediction Error

5

Object Segmentation

ShapeStacks (test)

0.81ARI-FG

4

Scene Generation

ShapeStacks

-7,019ELBO

3

Popular tasks

Trajectory Prediction Object Segmentation Scene Generation Stability Classification Height Classification

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