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Essential Matrix Estimation on Six Datasets Aggregate
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51.29
AUC @ 5°
DS-SAC
40.0788
42.9894
45.9
48.8106
Jul 4, 2026
AUC @ 5°
AUC @ 10°
AUC @ 20°
Median Error (ϵ)
Inlier Count
Time (s)
Updated 19d ago
Evaluation Results
Method
Method
Links
AUC @ 5°
AUC @ 10°
AUC @ 20°
Median Error (ϵ)
Inlier Count
Time (s)
DS-SAC
Feature extractor=Supe...
2026.07
51.29
63.87
74.35
1.72
275.46
0.015
GC-RANSAC
Source=Author, Feature...
2026.07
50.93
62.15
70.97
1.39
271.6
0.038
RANSAC
Source=OpenCV, Feature...
2026.07
42.53
58.11
70.68
1.85
257.4
0.048
LO-RANSAC
Source=PoseLib, Featur...
2026.07
41.21
54.57
66.34
2.25
281.8
0.03
MAGSAC
Source=Author, Feature...
2026.07
40.51
51.23
59.79
1.69
236.51
0.402
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