Image Registration on NLST (test)
1.11TRE (mm)DEEDS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DEEDSRuntime=< 8 min2026.02 | 1.11 | 85.8 | 0.076 | — | |
| GLIDE-RegRuntime=< 3.5 min2026.02 | 1.11 | 86.2 | 1.797 | — | |
| corrFieldRuntime=< 20 sec2026.02 | 1.57 | 80.1 | 0.054 | — | |
| RIIRMem. (MB)=7029, Training Time (s)=0.40, Inference Time (s)=0.162025.07 | 2.21 | 96.5 | 0.12 | 0.598 | |
| DEQRegMem. (MB)=3983, Training Time (s)=0.74, Inference Time (s)=0.532025.07 | 2.23 | 96.6 | 0.079 | 0.586 | |
| GraDIRNMem. (MB)=9313, Training Time (s)=0.41, Inference Time (s)=0.182025.07 | 2.26 | 96.5 | 0.165 | 0.738 | |
| RP-NetRuntime=< 5 sec2026.02 | 2.82 | 82.9 | 1.071 | — | |
| NICE-TransRuntime=< 5 sec2026.02 | 2.93 | 81.8 | 2.1 | — | |
| ConvexAdamRuntime=< 30 sec2026.02 | 3.06 | 82.7 | 0.489 | — | |
| NICE-NETRuntime=< 5 sec2026.02 | 3.12 | 82.1 | 1.376 | — | |
| elastixInference Time (s)=32.512025.07 | 3.24 | 94.8 | 0.11 | 0.636 | |
| VoxelMorphRuntime=< 5 sec2026.02 | 3.87 | 80.7 | 2.275 | — | |
| VoxelMorphMem. (MB)=1522, Training Time (s)=0.24, Inference Time (s)=0.122025.07 | 4.08 | 95.6 | 0.143 | 0.671 | |
| TransMorphRuntime=< 5 sec2026.02 | 5.59 | 77.2 | 5.024 | — | |
| ULAE-NetRuntime=< 5 sec2026.02 | 7.27 | 75.1 | 4.167 | — | |
| Affine2025.07 | 8.43 | 87.3 | — | — | |
| DINO-RegRuntime=< 8 min2026.02 | 8.47 | 78.6 | 2.528 | — | |
| SyNRuntime=< 2 min2026.02 | 17.65 | 53.4 | 0.001 | — | |
| No Reg.2026.02 | 18.93 | 47.2 | — | — | |
| NiftyRegRuntime=< 4 min2026.02 | 26.93 | 39.6 | 1.846 | — | |
| AffineRuntime=< 10 sec2026.02 | 30.36 | 72.6 | — | — |