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Homography Estimation on Natural image dataset

0.22RE

HomoGAN

Updated 3mo 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