Retinal Image Matching on FIRE (full) benchmark leaderboard · SOTA2 Research

Retinal Image Matching on FIRE (full)

0Failed RateSIFT

Evaluation Results

Method
SIFT2023.07	0	20.15	79.85	0.903	0.474	0.341	0.573
REMPE2023.07	0	2.99	97.01	0.958	0.66	0.542	0.72
SuperPoint2023.07	0	5.22	94.78	0.882	0.649	0.49	0.674
GLAMpoints2023.07	0	7.46	92.54	0.85	0.543	0.474	0.622
R2D22023.07	0	12.69	87.31	0.9	0.517	0.386	0.601
NCNet2023.07	0	37.31	62.69	0.588	0.386	0.077	0.35
SuperRetina2023.07	0	1.5	98.5	0.94	0.783	0.542	0.755
Ours-1 (Large kernel-SuperRetina)2023.07	0	0.75	99.25	0.942	0.783	0.558	0.761
Ours-2 (Swin UNETR-SuperRetina)2023.07	0	0	100	0.935	0.78	0.55	0.755
PBO2023.07	0.75	28.36	70.89	0.844	0.691	0.122	0.552
SuperGlue2023.07	0.75	3.73	95.52	0.885	0.689	0.488	0.687