Camera Calibration

Benchmarks

Dataset Name	SOTA Method	Metric
Proposed Dataset (test)	VGGT	Field of View (FoV)7.09	11	19d ago
SoccerNet 2022 (test-center)	Ours_SV + PnL	Junction Accuracy (5px tolerance)80.6	10	2mo ago
ETH3D & iBims-1 Average	Student-PointMap	Mean Error3.12	8	3mo ago
iBims-1	Student-PointMap	Mean Error3.74	8	3mo ago
ETH3D	Student-PointMap	Mean Error2.5	8	3mo ago
WC14 (test)	PnLCalib (SV) + PnL	JaC_585.9	7	2mo ago
SoccerNet 2023 (test)	Ours_MV + PnL	JaC (5px)78.7	7	2mo ago
EyeFul Tower fisheye (test)	Robust Multi-view Camera Calibration from Dense Matches	AUC @30°79.9	4	3mo ago
Collimator system images 35mm focal length	Collimator-based Camera Calibration	Reprojection Error (px)0.3118	4	3mo ago
Collimator system images 25mm focal length	Collimator-based Camera Calibration	Reprojection Error (pixels)0.2923	4	3mo ago
Collimator system images 16mm focal length	Collimator-based Camera Calibration	Reprojection Error (px)0.2536	4	3mo ago
Collimator system images 12mm focal length	Collimator-based Camera Calibration	Reprojection Error0.2174	4	3mo ago
BrnoCompSpeed (all videos including session0)		MAE (Absolute Error)0.02	3	3mo ago
Event Camera Calibration Collimator + Star-based pattern		fx3,412.76	2	3mo ago
Event Camera Calibration Flickering screen + Checkerboard pattern		fx3,365.18	2	3mo ago
Camera C3 (test)		fx7,530	2	3mo ago
Camera C2 (test)	Collimator-based Camera Calibration	fx5,907.2	2	3mo ago
Camera C1 (test)	Collimator-based Camera Calibration	fx4,646.3	2	3mo ago

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