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Papers Benchmarks Datasets Tasks

Single-view 3D Reconstruction research benchmarks · SOTA2 Research

Single-view 3D Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ShapeNet-R2N2 (test)

64.2mIoU

22

Feb 26, 2026

0.12CD

18

May 6, 2026

0.521IoU

16

Feb 26, 2026

SRN Cars (test)

Latent Posterior Sampling

26.9PSNR

9

May 12, 2026

28.144PSNR

8

May 6, 2026

0.122Chamfer Distance (CD)

8

Feb 26, 2026

ShapeNet Core (test)

61.7IoU (plane)

8

Feb 26, 2026

ShapeNet Chairs

2.67Chamfer Distance (CD)

8

Feb 26, 2026

Google Scanned Objects (GSO) 13

0.02Chamfer Distance

8

Feb 26, 2026

SeeingThroughClutter

0.11Chamfer Distance

7

Feb 26, 2026

0.026Chamfer Distance

7

Feb 26, 2026

ShapeNet Airplanes

2.81CD

7

Feb 26, 2026

0.933BC

6

May 13, 2026

GSO fixed elevation 30°

0.043Chamfer Distance

6

Feb 26, 2026

Google Scanned Objects (test)

pix2gestalt (GT Mask) + SyncDr.

0.068CD

5

Feb 26, 2026

IKEA dataset (test)

42.6Chair AP

5

Feb 26, 2026

ShapeNet Core all categories

7.9F-Score @ 0.5%

4

Feb 26, 2026

Google Scanned Objects (GSO) 100 random shapes

21.04CD

4

Feb 26, 2026

Objaverse (test)

16.6Chamfer Distance (CD)

4

Feb 26, 2026

16.6CD

4

Feb 26, 2026

Hybrid GAN Inversion (Slow)

5.97FID

4

Feb 26, 2026

SRN Chairs ShapeNet (test)

Hybrid GAN Inversion (Slow)

19.36PSNR

4

Feb 26, 2026

0.001CD (car)

4

Feb 26, 2026

ShapeNet 13 categories (test)

68.74Airplane IoU

4

Feb 26, 2026

ShapeNet all 32^3 resolution (test)

58.7Plane IoU

3

Feb 26, 2026

Popular datasets

ShapeNet GSO Google Scanned Objects Objaverse 3D-Front

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