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Papers Benchmarks Datasets Tasks

Room Layout Estimation research benchmarks · SOTA2 Research

Room Layout Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MatterportLayout (test)

85.272D IoU

28

Feb 26, 2026

Matterport3D official (test)

0.839Overall 2D IoU

11

Feb 26, 2026

92.52D IoU (%)

9

Feb 26, 2026

91.942DIoU (%)

9

Feb 26, 2026

MP3D-FPE (test)

71.52D IoU

9

Feb 26, 2026

LSUN layout Challenge 9

6.3Keypoint Error

6

Feb 26, 2026

Bi-Layout model (disambiguate)

60.22D IoU

5

Feb 26, 2026

Bi-Layout model (disambiguate)

62.12D IoU

5

Feb 26, 2026

MatterportLayout

Bi-Layout model (disambiguate)

62.812DIoU

5

Feb 26, 2026

ZInD Simple 7 (Full set)

Bi-Layout (disambiguate)

92.792DIoU

5

Feb 26, 2026

MatterportLayout 45 (Full set)

Bi-Layout (disambiguate)

0.8512D IoU

5

Feb 26, 2026

Realtor360 10+ corners 1.0 (test)

63.12D IoU

5

Feb 26, 2026

Realtor360 8 corners 1.0 (test)

78.122D IoU

5

Feb 26, 2026

Realtor360 6 corners 1.0 (test)

80.722D IoU

5

Feb 26, 2026

Realtor360 4 corners 1.0 (test)

82.632D IoU

5

Feb 26, 2026

Realtor360 1.0 (test)

80.532D IoU

5

Feb 26, 2026

Hedau 11 (test)

RoomNet recurrent 3-iter

8.36Pixel Error

5

Feb 26, 2026

Room Layout Dataset

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Realtor360 ZInd MatterportLayout Matterport3D LSUN layout

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