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Papers Benchmarks Datasets Tasks

Layout Estimation research benchmarks · SOTA2 Research

Layout Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4.39Area Error (%)

5

Feb 26, 2026

3.25Area Error

5

Feb 26, 2026

3.12Area Error

5

Feb 26, 2026

PanoContext-Former

85.982D IoU

5

Feb 26, 2026

iGibson Synthetic

PanoContext-Former

92.242D IoU

5

Feb 26, 2026

SceneCAD Non-Cuboid Scenes

90.8Corner Precision

2

Feb 26, 2026

SceneCAD (All Scenes)

91.2Corner Precision

2

Feb 26, 2026

Popular datasets

SceneCAD iGibson ReplicaPano Classrooms Offices

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