Image Registration on OR-PAM
1.7Time (ms)VoxelMorph
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VoxelMorphMethod Category=Deep Learning Methods, Hardware=NVIDIA RTX 4090 GPU, Input Resolution=512×256 column pairs2026.02 | 1.7 | — | |
| TransMorphParams (M)=0.17, GPU=NVIDIA V100, Input size=512 x 2562026.02 | 2.85 | 351 | |
| VoxelMorphParams (M)=0.1, GPU=NVIDIA V100, Input size=512 x 2562026.02 | 3.06 | 327 | |
| TransMorphMethod Category=Deep Learning Methods, Hardware=NVIDIA RTX 4090 GPU, Input Resolution=512×256 column pairs2026.02 | 6.3 | — | |
| SAS-NetMethod Category=Deep Learning Methods, Hardware=NVIDIA RTX 4090 GPU, Input Resolution=512×256 column pairs2026.02 | 11.2 | — | |
| GPEReg-NetParams (M)=3.4, GPU=NVIDIA V100, Input size=512 x 2562026.02 | 14.52 | 69 | |
| Opt. FlowMethod Category=Traditional Methods, Hardware=NVIDIA RTX 4090 GPU, Input Resolution=512×256 column pairs2026.02 | 15.4 | — | |
| SAS-NetParams (M)=3.35, GPU=NVIDIA V100, Input size=512 x 2562026.02 | 27.21 | 37 | |
| SIFTMethod Category=Traditional Methods, Hardware=NVIDIA RTX 4090 GPU, Input Resolution=512×256 column pairs2026.02 | 35.5 | — | |
| DemonsMethod Category=Traditional Methods, Hardware=NVIDIA RTX 4090 GPU, Input Resolution=512×256 column pairs2026.02 | 113.4 | — | |
| SyNMethod Category=Traditional Methods, Hardware=NVIDIA RTX 4090 GPU, Input Resolution=512×256 column pairs2026.02 | 3,439.5 | — |