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SOTA Camera pose estimation benchmarks and papers with code | Wizwand
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Camera pose estimation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
TUM-dynamic
HD-VGGT
ATE
0.009
205
9d ago
Sintel
π³+Ours
ATE
0.061
203
26d ago
ScanNet
CogniMap3D
RPE (t)
0.011
133
12d ago
CO3D v2
FP16
AUC@30
97.31
117
2d ago
TUM dynamics
4RC
ATE
0.01
90
26d ago
TUM
RIFE
ATE
0.006
59
1mo ago
SUN3D (Known Scene)
SC-Net
mAP @ 5°
33.56
58
3mo ago
CO3D v2 (test)
Full Prec.
AUC@30
90
54
3mo ago
Marker Point Coordinate System 1000 mm distance
LHM
RE (°)
1.88
54
3mo ago
RealEstate10K
Omni
AUC@30
88.32
46
15d ago
Sintel 50 frames
π³
ATE
0.073
41
7d ago
ScanNet static indoor scenes
D4RT
ATE
0.014
40
16d ago
SUN3D Unknown Scene
SC-Net
mAP (5°)
25.94
36
3mo ago
YFCC100M (Unknown Scene)
SC-Net
mAP @ 5°
71.75
36
3mo ago
YFCC100M Known Scene
SC-Net
mAP @ 5°
64.32
36
3mo ago
CO3D v2 (evaluation sequences)
ViT
Mean Absolute Trajectory Error (ATE)
0.02
36
3mo ago
Sintel dataset
pi^3
ATE
0.074
35
12d ago
TUM freiburg1
DeepFactors
Rotation Error
0.043
34
3mo ago
ACID
YoNoSplat
AUC @ 5°
49.3
30
2mo ago
BLEFF (test)
NeRFtrinsic Four
Focal Length Error
0.02
30
3mo ago
KITTI sequences 00-02
EPnPU
Rotation Error
3.3
30
3mo ago
Surgical Environment Marker Dataset 400 mm (test)
DLS
RE (°)
1.35
27
3mo ago
Underwater Marker Point Dataset 800 mm
DLS
RE (°)
2.01
27
3mo ago
Marker Point Coordinate System at 600 mm
Parallel Perspective Error Transfer Model-based PnP
RE (°)
2.87
27
3mo ago
Surgical Environment 800mm distance (test)
DLS
Rotational Error (deg)
1.82
27
3mo ago
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