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Papers Benchmarks Datasets Tasks

Single-image 3D Reconstruction research benchmarks · SOTA2 Research

Single-image 3D Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ShapeNetCore Cars v1 (test)

0.231Chamfer Distance (x1000)

11

Feb 26, 2026

ShapeNetCore Planes v1 (test)

0.21CD (x1000)

11

Feb 26, 2026

ShapeNetCore v1 Chairs (test)

0.431Chamfer Distance (x1000)

11

Feb 26, 2026

ShapeNetCore (test)

68.8mIoU

11

Feb 26, 2026

OmniObject3D 69

20.24PSNR

9

Feb 26, 2026

21.37PSNR

9

Feb 26, 2026

CUB bird dataset unseen (test)

3D Magic Mirror

81.8Mask IoU (%)

8

Feb 26, 2026

GSO dataset (test)

30.01FID

7

May 19, 2026

ABO dataset (test)

27.88FID

7

May 19, 2026

NeRF Synthetic (curated set of images from 7 of 8 scenes)

13.58PSNR

3

Jun 2, 2026

Popular datasets

ShapeNet GSO NeRF Synthetic ShapeNetCore CUB bird dataset

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