Homography Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
68.1AUC @ 3px
10
Feb 26, 2026
25.74AUC@3
9
Feb 26, 2026
98.45AUC @ 3
9
Feb 26, 2026
73Accuracy (3px Threshold)
8
Jun 4, 2026
93.3Rotation Metric (R)
8
Apr 7, 2026
0.038Mean Error
7
Jun 19, 2026
95MHA @ 3px
7
Feb 26, 2026
46.1AUC (DLT) @ 1px
6
Mar 31, 2026
98.6IoU Part Mean
6
Mar 11, 2026
544Matches @3px
6
Feb 26, 2026
71.5AUC (3px Threshold)
6
Feb 26, 2026
38.5AUC@5px
6
Feb 26, 2026
1.6Average Corner Error (ACE)
6
Feb 26, 2026
0.19ACE
6
Feb 26, 2026
94.8Accuracy
6
Feb 26, 2026
78MHA @ 3px
6
Feb 26, 2026
97MHA (3px Threshold)
6
Feb 26, 2026
26.74AUC@5°
5
Jul 7, 2026
38Avg Corner Error (1px)
5
Feb 26, 2026
95.5R Score
5
Feb 26, 2026
0.92ACE
5
Feb 26, 2026
72Matches (@3px)
4
Feb 26, 2026
60Success Rate (< 3px Error)
4
Feb 26, 2026
66Corner Error < 3px Success Rate
4
Feb 26, 2026
0.7AUC@3
3
Feb 26, 2026