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SOTA Camera Calibration benchmarks and papers with code | Wizwand
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Camera Calibration
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ETH3D & iBims-1 Average
Student-PointMap
Mean Error
3.12
8
3d ago
iBims-1
Student-PointMap
Mean Error
3.74
8
3d ago
ETH3D
Student-PointMap
Mean Error
2.5
8
3d ago
SoccerNet 2023 (test)
PnlCalib
JaC (5px)
76.7
4
3d ago
SoccerNet 2022 (test-center)
PnlCalib
Junction Accuracy (5px tolerance)
80.3
4
3d ago
EyeFul Tower fisheye (test)
Robust Multi-view Camera Calibration from Dense Matches
AUC @30°
79.9
4
3d ago
Collimator system images 35mm focal length
Collimator-based Camera Calibration
Reprojection Error (px)
0.3118
4
3d ago
Collimator system images 25mm focal length
Collimator-based Camera Calibration
Reprojection Error (pixels)
0.2923
4
3d ago
Collimator system images 16mm focal length
Collimator-based Camera Calibration
Reprojection Error (px)
0.2536
4
3d ago
Collimator system images 12mm focal length
Collimator-based Camera Calibration
Reprojection Error
0.2174
4
3d ago
BrnoCompSpeed (all videos including session0)
ManualCalib
MAE (Absolute Error)
0.02
3
3d ago
Event Camera Calibration Collimator + Star-based pattern
Zhang
fx
3,412.76
2
3d ago
Event Camera Calibration Flickering screen + Checkerboard pattern
Prophesee Toolbox
fx
3,365.18
2
3d ago
Camera C3 (test)
Bouguet's toolbox
fx
7,530
2
3d ago
Camera C2 (test)
Collimator-based Camera Calibration
fx
5,907.2
2
3d ago
Camera C1 (test)
Collimator-based Camera Calibration
fx
4,646.3
2
3d ago
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