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Papers Benchmarks Datasets Tasks

3D physical scene properties dataset and benchmarks · SOTA2 Research

Research Datasets

3D physical scene properties

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Depth classification

3D physical scene properties (test)

99.7ROC AUC

6

Occlusion detection

3D physical scene properties (test)

0.848ROC AUC

6

Shadow detection

3D physical scene properties (test)

95.8ROC AUC

6

Support Relation prediction

3D physical scene properties (test)

0.928ROC AUC

6

Material classification

3D physical scene properties (test)

83.6ROC AUC

6

Perpendicular Plane prediction

3D physical scene properties (test)

0.86ROC AUC

6

Same Plane prediction

3D physical scene properties (test)

0.963ROC AUC

6

Popular tasks

Shadow Detection Occlusion Detection Material Classification Same Plane prediction Perpendicular Plane prediction

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