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Benchmarks
Retinal Image Registration on IR-OCT-OCTA IR-OCTA pair
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100
Success Rate (ME <= 7)
Manual
-4
23
50
77
Jul 21, 2022
Success Rate (ME <= 7)
Success Rate (MAE <= 10)
Updated 4d ago
Evaluation Results
Method
Method
Links
Success Rate (ME <= 7)
Success Rate (MAE <= 10)
Manual
2022.07
100
100
KPVSA-Net
2022.07
98.3
93.3
SuperPoint* + SuperGlue*
Fine-tuned on syntheti...
2022.07
93.3
88.3
RCN
Descriptor dimension=5...
2022.07
81.7
46.7
SuperPoint + SuperGlue
Fine-tuned on syntheti...
2022.07
80
78.3
GLAMpoints
Fine-tuned on syntheti...
2022.07
61.7
25
SuperPoint
Fine-tuned on syntheti...
2022.07
26.7
21.7
UNet+RootSIFT
2022.07
13.3
8.3
Before Registration
2022.07
0
0
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