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 | |
| ARTCAL (Contrast-Adaptive Learning)=false2025.05 | 99.25 | — | — | 78.2 | |
| ARTCAL (Contrast-Adaptive Learning)=true2025.05 | 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 |