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SOTA 3D Geometry Reconstruction benchmarks and papers with code | Wizwand
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3D Geometry Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ScanNet
NeRF
Accuracy
73.5
54
5mo ago
ScanNet (Atlas split)
GPMVS
Completeness
0.031
11
5mo ago
THuman 2.0
GM-NeRF
Chamfer Distance
0.5172
9
5mo ago
BundleFusion
VGGT
Chamfer Distance
0.06
8
1mo ago
7Scenes
DA3
Chamfer Distance
0.08
8
1mo ago
DTU (all views)
MonoSDF
Mean Chamfer-L1
0.73
8
5mo ago
Waymo 62 (val)
MapAnything
Accuracy
9.903
7
3mo ago
OpenScene 5
MapAnything
Accuracy
3.269
7
3mo ago
nuScenes
MapAnything
Accuracy
4.447
7
3mo ago
Human-centered scenes SfM sparse point cloud (test)
DUSt3R
Alignment Score (Pred to GT)
0.305
7
5mo ago
ScanNet v2 (val)
ESTDepth
Completeness
17.4
7
5mo ago
VEPHand
Full Pipeline
Accuracy (mm)
2.35
5
1mo ago
6 synthetic scenes (bunny, cow, monkey, horse, hand, mouse) NEMTO
DiffTrans
Chamfer Distance (CD)
3.264
5
4mo ago
RefRef top-5 views farthest from training (test)
Oracle
DRMSE
0
5
5mo ago
ScanNet (test)
UniFField
Accuracy
61.2
4
4mo ago
DynaCap (subject D2)
VINECS
Chamfer Distance
3.034
4
5mo ago
Multi-Garment
GM-NeRF
Chamfer Distance
0.3721
4
5mo ago
ScanNet (BA-Net split)
DeepV2D
Completeness
0.057
3
5mo ago
ScanNet PlaneAE (val)
PlanarRecon
Completeness
0.143
2
5mo ago
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