Multi-modal Retinal Image Registration on Synthetic retina (test)
74.2SRMHE (eps=1)KPVSA-Net
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| KPVSA-Net2022.07 | 74.2 | 94.9 | 98.1 | 98.6 | 98.7 | 99.1 | — | — | |
| RCN-DK*-D*+SG*Fine-tuning on synthetic augmented dataset=true2022.07 | 55.1 | 89.9 | 96.1 | 97.9 | 98.7 | 99.4 | — | — | |
| RCN-KD*+SG*Fine-tuning on synthetic augmented dataset=true2022.07 | 50.4 | 90.2 | 95.1 | 97.3 | 98.1 | 99.2 | — | — | |
| RCN-D*+SG*Fine-tuning on synthetic augmented dataset=true2022.07 | 47.4 | 88.2 | 95.1 | 97 | 98.2 | 99 | — | — | |
| (SP*+SG)Fine-tuning on synthetic augmented dataset=true2022.07 | 39.9 | 79.5 | 92.9 | 97.4 | 99.1 | 99.7 | — | — | |
| (SP+SG)Fine-tuning on synthetic augmented dataset=true2022.07 | 35.2 | 74.4 | 91.6 | 96.4 | 98.3 | 99.5 | — | — | |
| GLAMpointsFine-tuning on synthetic augmented dataset=true2022.07 | 14.9 | 44.7 | 60.9 | 70.2 | 75.5 | 82.9 | — | — | |
| RCNDescriptor dimension=512-D2022.07 | 13.7 | 43.1 | 57.8 | 65.4 | 69 | 73.2 | — | — | |
| SuperPointFine-tuning on synthetic augmented dataset=true2022.07 | 11 | 33.3 | 55.6 | 67.7 | 76.6 | 90.7 | — | — | |
| UNet+RootSIFT2022.07 | 7.6 | 20.1 | 27.1 | 32.4 | 35.8 | 42.2 | — | — | |
| Before Registration2022.07 | 0 | 0 | 0 | 0 | 0 | 0 | — | — |