Retinal Image Alignment on FIRE benchmark leaderboard · SOTA2 Research

Retinal Image Alignment on FIRE

99.25Acceptable Success RateRetinaRegNet

Evaluation Results

Method	Links
RetinaRegNet2026.04		99.25	—	—	77.9
MINIMA2026.04		99.25	—	—	76.9
PDM2026.04		99.25	—	—	78.2
RetinaRegNet2025.05		99.25	—	—	77.9
ART2025.05		99.25	—	—	78.2
ART2025.05		99.25	—	—	78.5
SuperRetina2026.04		98.51	0	1.49	75.5
GeoFormer2026.04		98.51	0	1.49	75.6
ADM2026.04		98.51	0	1.49	76
SuperRetina2026.04		98.51	—	—	75.5
GeoFormer2026.04		98.51	—	—	75.6
XoFTR2026.04		98.51	—	—	75.7
ROMA2026.04		98.51	—	—	75.3
SuperRetina2025.05		98.51	—	—	75.5
GeoFormer2025.05		98.51	—	—	75.6
REMPE2026.04		97.01	0	2.99	72
REMPE2026.04		97.01	—	—	72.1
LoFTR2026.04		97.01	—	—	71.5
COTR2026.04		97.01	—	—	70.8
REMPE2025.05		97.01	—	—	72.1
LoFTR2025.05		97.01	—	—	71.5
LoFTR2026.04		96.99	0	3.01	66.3
SuperGlue2026.04		95.52	75	3.73	68.7
R2D22026.04		95.52	0	4.48	71.1
SuperGlue2026.04		95.52	—	—	68.7
SuperGlue2025.05		95.52	—	—	68.7
SuperPoint2026.04		94.78	0	5.22	67.4
SuperPoint2026.04		94.78	—	—	67.3
SuperPoint2025.05		94.78	—	—	67.3
GLAMpoints2026.04		93.28	—	—	61.9
GLAMpoints2025.05		93.28	—	—	61.9
GLAMpoints2026.04		92.54	0	7.46	61.1
ASPanFormer2026.04		92.54	—	—	70.4
MCNet2026.04		92.54	—	—	69.3
ASPanFormer2025.05		92.54	—	—	70.4
MCNet2025.05		92.54	—	—	69.3
ASPanFormer2026.04		91.73	0	8.27	70.6
IHN2026.04		88.81	—	—	63.5
IHN2025.05		88.81	—	—	63.5
ISTN2026.04		86.57	—	—	60.9
NCNet2026.04		86.57	—	—	61.4
DLKFM2026.04		86.57	—	—	61.4
ISTN2025.05		86.57	—	—	60.9
NCNet2025.05		86.57	—	—	61.4
DLKFM2025.05		86.57	—	—	61.4
NCNet2026.04		85.82	0	14.18	61.2
SIFT2026.04		79.85	0	20.15	57.3
DKM2026.04		75.94	0	24.06	58