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SOTA Dynamic Scene Reconstruction benchmarks and papers with code | Wizwand
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Dynamic Scene Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Actors-HQ (Actor 3, Sequence 1)
HumanRF
LPIPS
0.12
59
4mo ago
N3DV (test)
ReCon-GS
PSNR
32.66
45
25d ago
N3DV
MoRGS-l
PSNR (dB)
32.53
28
25d ago
N3DV
TrackerSplat
Throughput (s/frame)
2.3
24
3mo ago
st-nerf
TrackerSplat
Throughput (s/frame)
1.5
24
3mo ago
Dy.3DGS
Parallel HiCoM
Time per Frame (s)
1.6
24
3mo ago
N3V
MoE-GS
Cook Spinach Score
34.24
24
1mo ago
Neu3D (all scenes)
MVG
PSNR
32.07
18
22d ago
N3DV coffee martini (test)
HexPlane
PSNR
31.7
18
4mo ago
Neural 3D Video 19 (full)
FreeTimeGS
PSNR
33.19
17
4mo ago
Technicolor
MoE-GS
Quality Score (Birthday Scene)
33.26
15
1mo ago
Meet Room dataset (test)
3DG-S
PSNR (dB)
31.31
15
4mo ago
Nvidia Dynamic Scenes
SparseCam4D
PSNR
24.81
14
25d ago
Meet Room (test)
HPC w/o NNC
PSNR
32.62
14
4mo ago
N3DV
SoLAR
PSNR (dB)
33.43
13
2mo ago
NeRF-DS
Kinematics-GS
PSNR (Bell)
265.302
11
1mo ago
Bonn
Flow3r
RPE Translation
0.094
10
4mo ago
NVIDIA-LS (test)
WorldTree
PSNR
24.06
10
4mo ago
D-NeRF Synthetic Stand Up 800x800 resolution (test)
Deformable 3D Gaussians
PSNR
44.62
10
1mo ago
D-NeRF Synthetic T-Rex 800x800 resolution (test)
Deformable 3D Gaussians
PSNR
38.1
10
1mo ago
D-NeRF Synthetic - Hook 800x800 resolution (test)
Ours (CfC)
PSNR
38.26
10
1mo ago
D-NeRF Synthetic Mutant 800x800 resolution (test)
Deformable 3D Gaussians
PSNR
42.63
10
1mo ago
D-NeRF Synthetic Hell Warrior 800x800 resolution (test)
Ours (CfC)
PSNR
41.95
10
1mo ago
MeetRoom
DLGStream (3DGS)
PSNR
27.48
9
25d ago
Meeting Room
SoLAR
PSNR (dB)
33.62
9
2mo ago
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