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SOTA Single-view 3D Reconstruction benchmarks and papers with code | Wizwand
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Single-view 3D Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ShapeNet-R2N2 (test)
AttSets
mIoU
64.2
22
4d ago
Pix3D (test)
AutoSDF
IoU
0.521
16
4d ago
GSO (test)
SPAR3D
CD
0.12
13
4d ago
OmniObject3D
SPAR3D
Chamfer Distance (CD)
0.122
8
4d ago
ShapeNet Core (test)
DISN
IoU (plane)
61.7
8
4d ago
ShapeNet Chairs
Slice3D
Chamfer Distance (CD)
2.67
8
4d ago
Google Scanned Objects (GSO) 13
Wonder3D
Chamfer Distance
0.0199
8
4d ago
3D-FRONT
SeeingThroughClutter
Chamfer Distance
0.11
7
4d ago
GSO
SyncDreamer
Chamfer Distance
0.0261
7
4d ago
ShapeNet Airplanes
Slice3D
CD
2.81
7
4d ago
GSO fixed elevation 30°
EpiDiff
Chamfer Distance
0.0429
6
4d ago
Google Scanned Objects (test)
pix2gestalt (GT Mask) + SyncDr.
CD
0.0681
5
4d ago
IKEA dataset (test)
3D-VAE-GAN
Chair AP
42.6
5
4d ago
ShapeNet Core all categories
DISN
F-Score @ 0.5%
7.9
4
4d ago
Google Scanned Objects (GSO) 100 random shapes
TGS
CD
21.04
4
4d ago
Objaverse (test)
Slice3D
Chamfer Distance (CD)
16.6
4
4d ago
Objaverse
Slice3D
CD
16.6
4
4d ago
CARLA (test)
Hybrid GAN Inversion (Slow)
FID
5.97
4
4d ago
SRN Chairs ShapeNet (test)
Hybrid GAN Inversion (Slow)
PSNR
19.36
4
4d ago
ShapeNet
3PSDF
CD (car)
0.0008
4
4d ago
ShapeNet 13 categories (test)
SDFDiff
Airplane IoU
68.74
4
4d ago
SRN Cars (test)
Hybrid GAN Inversion (Slow)
PSNR
19.55
3
4d ago
ShapeNet all 32^3 resolution (test)
OGN
Plane IoU
58.7
3
4d ago
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