Share your thoughts, 1 month free Claude Pro on usSee more

Homography Estimation on Natural image dataset

0.22RE

HomoGAN

Updated 1mo ago

Evaluation Results

Method	Links
HomoGAN 2022.05		0.22	0.41	0.57	0.44	0.31	0.39
SOSNet + RANSAC 2022.05		0.29	2.42	3.71	0.77	0.59	1.56
BasesHomo 2022.05		0.29	0.54	0.65	0.61	0.41	0.5
SIFT + RANSAC 2022.05		0.3	1.34	4.03	0.81	0.57	1.41
SOSNet + MAGSAC 2022.05		0.3	3	3.66	0.87	0.49	1.67
SIFT + MAGSAC 2022.05		0.31	1.72	3.39	0.8	0.47	1.34
LIFT + MAGSAC 2022.05		0.35	1.85	0.96	0.72	0.5	0.88
SuperPoint + SG-MAG 2022.05		0.36	0.79	0.7	0.71	0.7	0.63
LIFT + RANSAC 2022.05		0.4	2.01	1.14	0.77	0.68	1
SuperPoint + SG-RAN 2022.05		0.41	0.87	0.72	0.8	0.75	0.71
SuperPoint + RANSAC 2022.05		0.43	0.85	0.77	0.84	0.8	0.74
SuperPoint + MAGSAC 2022.05		0.45	0.9	0.77	0.76	0.67	0.71
CA-Unsupervised 2022.05		0.73	1.01	1.03	0.92	0.7	0.88
BEBLID + RANSAC 2022.05		0.78	2.83	1.38	1.04	1.33	1.47
Unsupervised 2022.05		0.79	2.45	1.48	1.11	1.1	1.39
ORB + RANSAC 2022.05		0.85	2.59	1.67	1.1	1.24	1.48
BEBLID + MAGSAC 2022.05		0.94	3.73	3.49	1.17	1.25	2.12
ORB + MAGSAC 2022.05		0.97	3.34	1.58	1.15	1.4	1.69
Supervised 2022.05		1.51	4.48	2.76	2.62	3	2.87
I3x3 2022.05		7.75	7.65	7.21	7.53	3.39	6.7