Homography Estimation on CAHomo (test) benchmark leaderboard · SOTA2 Research

Homography Estimation on CAHomo (test)

0.31Average Error (AVG)DMHomo

Evaluation Results

Method	Links
DMHomo2026.06		0.31	0.19	0.33	0.4	0.38	0.28
CamFlow2026.06		0.33	0.2	0.33	0.41	0.39	0.3
RealSH2026.06		0.34	0.22	0.35	0.44	0.42	0.29
HomoGAN2026.06		0.39	0.22	0.41	0.57	0.44	0.31
BasesHomo2026.06		0.5	0.29	0.54	0.65	0.61	0.41
SPSG + MAGSAC2026.06		0.63	0.36	0.79	0.7	0.71	0.7
SPSG + RANSAC2026.06		0.71	0.41	0.87	0.72	0.8	0.75
CAHomo2026.06		0.88	0.73	1.01	1.03	0.92	0.7
SIFT + MAGSAC2026.06		1.34	0.31	1.72	3.39	0.8	0.47
LoFTR + MAGSAC2026.06		1.39	0.55	2.57	1.33	1.05	1.41
SIFT + RANSAC2026.06		1.41	0.3	1.34	4.03	0.81	0.57
LoFTR + RANSAC2026.06		1.44	0.56	2.7	1.36	1.05	1.52
ORB + RANSAC2026.06		1.48	0.85	2.59	1.67	1.1	1.24
ORB + MAGSAC2026.06		1.69	0.97	3.34	1.58	1.15	1.4
DHN2026.06		2.87	1.51	4.48	2.76	2.62	3
LocalTrans2026.06		4.21	4.09	4.84	4.55	5.3	2.25
IHN2026.06		4.67	4.85	5.54	5.1	5.04	2.84
I3×32026.06		6.7	7.75	7.65	7.21	7.53	3.39