Retinal Image Registration on FIRE (overall)
78.6A ScoreAV Canny
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AV CannyMethod category=Deep Learning, Evaluation on full set=true2025.05 | 78.6 | 78.8 | 54.8 | 95.5 | 76.3 | 78.8 | |
| AV Skeleton SubSampledMethod category=Deep Learning, Evaluation on full set=true2025.05 | 78.3 | 78.6 | 54.4 | 95.3 | 76 | 78.6 | |
| KD-SuperRetinaMethod category=Deep Learning, Evaluation on full set=false2025.05 | 78.3 | — | 55.8 | 94.2 | 76.1 | 78.5 | |
| SuperRetinaMethod category=Deep Learning, Evaluation on full set=false2025.05 | 78.3 | — | 54.2 | 94 | 75.5 | 78 | |
| ConKeD++Method category=Deep Learning, Evaluation on full set=true2025.05 | 76.6 | 76 | 50.3 | 94.5 | 73.8 | 76.5 | |
| GeoFormerMethod category=Deep Learning, Evaluation on full set=false2025.05 | 76 | — | 55.9 | 94.4 | 75.4 | 78.4 | |
| ConKeDMethod category=Deep Learning, Evaluation on full set=true2025.05 | 74.9 | 75.8 | 48.9 | 94.5 | 72.8 | 75.8 | |
| CenSurE AV Logits 500Method category=Deep Learning, Evaluation on full set=true, Keypoints=5002025.05 | 73.4 | 76.7 | 51.8 | 94.5 | 73.2 | 76.7 | |
| Retina-R2D2Method category=Deep Learning, Evaluation on full set=true2025.05 | 72.6 | 69.5 | 35.2 | 92.5 | 64.5 | 57.5 | |
| LoFTRMethod category=Deep Learning, Evaluation on full set=false2025.05 | 71.1 | — | 35.9 | 92 | 66.3 | 69.3 | |
| ASpanFormerMethod category=Deep Learning, Evaluation on full set=false2025.05 | 70.3 | — | 49.5 | 92.1 | 70.6 | 74.2 | |
| VOTUSMethod category=Classical, Evaluation on full set=true2025.05 | 68.1 | 81.2 | 67.2 | 93.4 | 76.2 | 81.1 | |
| REMPEMethod category=Classical, Evaluation on full set=true2025.05 | 66 | 77.3 | 54.2 | 95.8 | 72 | 77.4 | |
| Rivas-VillarMethod category=Deep Learning, Evaluation on full set=true2025.05 | 66 | 65.7 | 29.3 | 90.8 | 62 | 55.2 | |
| Harris-PIIFDMethod category=Classical, Evaluation on full set=true2025.05 | 44.3 | 55.3 | 9 | 90 | 47.8 | 55.6 | |
| SURF+WGTMMethod category=Classical, Evaluation on full set=true2025.05 | 6.9 | 47.2 | 6.1 | 83.5 | 32.2 | 47.2 |