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Papers Benchmarks Datasets Tasks

Indoor Scenes dataset and benchmarks · SOTA2 Research

Research Datasets

Indoor Scenes

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Color Constancy

Indoor Scenes (IN)

-88.304ΔCCI (%)

32

Image Reconstruction

Indoor Scenes

15.48PSNR

6

Unconditional Generation

Indoor Scenes Dining

138.32FID

4

Indoor Scenes Dining

0.536iRecall (%)

4

Indoor Scenes Dining

62iRecall

4

Indoor Scenes Dining

-0.31Delta (1e-3)

4

Unconditional Generation

Indoor Scenes Living

117.59FID

4

Indoor Scenes Living

44.49iRecall

4

Indoor Scenes Living

58.16iRecall

4

Indoor Scenes Living

0.38Delta (x 1e-3)

4

Unconditional Generation

Indoor Scenes (Bed)

124.81FID

4

Indoor Scenes (Bed)

67.97iRecall (%)

4

Indoor Scenes (Bed)

77.26iRecall

4

3D Scene Generation

Indoor Scenes 8

6.888Layout Correctness

3

3D scene generation

Indoor Scenes

0.964CLIP-S

2

Layout-to-Object

Indoor Scenes Dining

98.64FID

2

Layout-to-Object

Indoor Scenes Living

86.07FID

2

Layout-to-Object

Indoor Scenes Bed

62.68FID

2

Popular tasks

Unconditional Generation Completion Re-arrangement Layout-to-Object 3D Scene Generation

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