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SOTA 3D Scene Reconstruction benchmarks and papers with code | Wizwand
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3D Scene Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ShapeNet Cars
Instant-NGP
Total Training Time (days)
5.2
40
3d ago
Mip-NeRF360
image smoothing
Training Time (min)
13.98
37
3d ago
DeepBlending
SizeGS
PSNR
30.24
30
3d ago
7-scenes (test)
SimRec
Accuracy
8
27
3d ago
Tank&Temples
SHTC
PSNR
24.34
26
3d ago
ScanNet V2 (test)
NeRF
Accuracy
0.735
26
3d ago
Tanks-and-Temples
image smoothing
Training Time (min)
9.63
25
3d ago
NeRF-Synthetic
clean
Training Time (min)
6.41
25
3d ago
Replica
PHYRECON
CD
3.68
14
3d ago
LERF average across four scenes
LangSVR
PSNR
24.02
12
3d ago
ScanNet++
PHYRECON
CD
3.34
11
3d ago
Mip-NeRF360 average across four scenes
LangSVR
PSNR
29.87
9
3d ago
ScanNet
NeuS
Accuracy
14.3
9
3d ago
Tanks & Temples (test)
RAP
PSNR
23.774
8
3d ago
Deep Blending (test)
RAP
PSNR
29.913
8
3d ago
MipNeRF360 Indoor (test)
3DGS
PSNR
31.076
8
3d ago
MipNeRF360 Outdoor (test)
RAP
PSNR
24.709
8
3d ago
DTU
GSM-GS
Chamfer Distance (Scan 24)
0.34
8
3d ago
NYU 9 unseen scenes v2 (test)
Metric3D v2
C-l1
0.042
7
3d ago
Matterport3D
DRDF
Scene Accuracy
75.4
7
3d ago
STRinGS-360
3DGS-MCMC
PSNR
29.85
6
3d ago
DL3DV-10K
Mip-Splatting
PSNR
30.47
6
3d ago
NeRF Synthetic Lego
PCGS
Size (MB)
1.45
6
3d ago
NeRF Synthetic Hotdog
PCGS
Model Size (MB)
0.99
6
3d ago
NeRF Synthetic Ficus
PCGS
Size (MB)
1.18
6
3d ago
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