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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
Mip-NeRF360
image smoothing
Training Time (min)
13.98
43
2mo ago
ShapeNet Cars
Instant-NGP
Total Training Time (days)
5.2
40
3mo ago
DeepBlending
SizeGS
PSNR
30.24
30
3mo ago
7-scenes (test)
SimRec
Accuracy
8
27
3mo ago
Tank&Temples
SHTC
PSNR
24.34
26
3mo ago
ScanNet V2 (test)
NeRF
Accuracy
0.735
26
3mo ago
Tanks-and-Temples
image smoothing
Training Time (min)
9.63
25
3mo ago
NeRF-Synthetic
clean
Training Time (min)
6.41
25
3mo ago
MipNeRF360 Indoor (test)
Mip-NeRF 360
PSNR
31.72
22
20d ago
Replica
FSTM
CD
2.94
21
28d ago
DTU
GSM-GS
Chamfer Distance (Scan 24)
0.34
17
2mo ago
RE10K (test)
GaussFusion
LPIPS
17.5
15
2mo ago
MipNeRF360 Outdoor (test)
GeoSVR
PSNR
24.83
15
20d ago
DL3DV (test)
S2D
LPIPS
0.26
14
2mo ago
ScanNet++
PHYRECON
CD
3.34
14
28d ago
DL3DV undistorted 540×960 (test)
iLRM10
PSNR
25.67
12
1d ago
NeRF Synth
NanoGS
PSNR
25.81
12
2mo ago
LERF average across four scenes
LangSVR
PSNR
24.02
12
3mo ago
Immersion MSD track v1.0 (test)
YOGO3
Qalign
3.8426
10
1mo ago
Tanks & Temples Truck
FASTGS
Reconstruction Time (s)
2.86
9
14d ago
Tanks & Temples (train)
MMGS
Time
2.77
9
14d ago
Deep Blending Playroom
FASTGS
Time
2.79
9
14d ago
Deep Blending DrJohnson
FASTGS
Time
3.16
9
14d ago
MIP360 (test)
S2D
LPIPS
0.35
9
2mo ago
ScanNet Matterport3D Pix3D
DepR
Runtime (s)
1.2
9
2mo ago
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