Segmentation on SKM-TEA
0.3424GEDInfoMRI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| InfoMRISampling Pattern=Learned, Acceleration=8x Acceleration2026.04 | 0.3424 | 50.32 | |
| InfoMRISampling Pattern=Learned, Acceleration=4x Acceleration2026.04 | 0.3448 | 50.11 | |
| InfoMRISampling Pattern=Learned, Acceleration=2x Acceleration2026.04 | 0.3457 | 50.13 | |
| InfoMRISampling Pattern=Learned, Acceleration=16x Acceleration2026.04 | 0.3509 | 49.49 | |
| TackleSampling Pattern=Learned, Acceleration=2x Acceleration2026.04 | 0.3645 | 50.48 | |
| TackleSampling Pattern=Learned, Acceleration=4x Acceleration2026.04 | 0.3688 | 50.33 | |
| FSLSampling Pattern=Learned, Acceleration=2x Acceleration2026.04 | 0.3712 | 50.35 | |
| FSLSampling Pattern=Learned, Acceleration=4x Acceleration2026.04 | 0.3721 | 50.24 | |
| SemuNetSampling Pattern=Learned, Acceleration=2x Acceleration2026.04 | 0.3741 | 50.26 | |
| SemuNetSampling Pattern=Learned, Acceleration=4x Acceleration2026.04 | 0.3749 | 50.15 | |
| TradPat-UNet-RSSampling Pattern=Poisson disk, Acceleration=2x Acceleration2026.04 | 0.3835 | 49.96 | |
| TradPat-UNet-RSSampling Pattern=Poisson disk, Acceleration=4x Acceleration2026.04 | 0.3859 | 49.66 | |
| LOUPE-UNet-RSSampling Pattern=Learned, Acceleration=4x Acceleration2026.04 | 0.3887 | 49.61 | |
| LOUPE-UNet-RSSampling Pattern=Learned, Acceleration=2x Acceleration2026.04 | 0.3903 | 49.68 | |
| TradPat-UNet-RSSampling Pattern=Variable density, Acceleration=2x Acceleration2026.04 | 0.3913 | 49.44 | |
| TackleSampling Pattern=Learned, Acceleration=8x Acceleration2026.04 | 0.3916 | 49.36 | |
| FSLSampling Pattern=Learned, Acceleration=8x Acceleration2026.04 | 0.393 | 49.32 | |
| TradPat-UNet-RSSampling Pattern=Variable density, Acceleration=4x Acceleration2026.04 | 0.3932 | 49.27 | |
| SemuNetSampling Pattern=Learned, Acceleration=8x Acceleration2026.04 | 0.3943 | 49.28 | |
| TradPat-UNet-RSSampling Pattern=Uniform random, Acceleration=2x Acceleration2026.04 | 0.3965 | 49.35 | |
| TradPat-UNet-RSSampling Pattern=Uniform random, Acceleration=4x Acceleration2026.04 | 0.4028 | 48.87 | |
| TradPat-UNet-RSSampling Pattern=Poisson disk, Acceleration=8x Acceleration2026.04 | 0.4126 | 48.63 | |
| LOUPE-UNet-RSSampling Pattern=Learned, Acceleration=8x Acceleration2026.04 | 0.4136 | 48.66 | |
| TradPat-UNet-RSSampling Pattern=Variable density, Acceleration=8x Acceleration2026.04 | 0.4236 | 48.03 | |
| TackleSampling Pattern=Learned, Acceleration=16x Acceleration2026.04 | 0.4321 | 47.57 | |
| FSLSampling Pattern=Learned, Acceleration=16x Acceleration2026.04 | 0.433 | 47.56 | |
| SemuNetSampling Pattern=Learned, Acceleration=16x Acceleration2026.04 | 0.4345 | 47.55 | |
| TradPat-UNet-RSSampling Pattern=Uniform random, Acceleration=8x Acceleration2026.04 | 0.4368 | 47.42 | |
| TradPat-UNet-RSSampling Pattern=Poisson disk, Acceleration=16x Acceleration2026.04 | 0.4503 | 46.79 | |
| LOUPE-UNet-RSSampling Pattern=Learned, Acceleration=16x Acceleration2026.04 | 0.4544 | 46.86 | |
| TradPat-UNet-RSSampling Pattern=Variable density, Acceleration=16x Acceleration2026.04 | 0.4768 | 45.71 | |
| LOUPE-LI-NetSampling Pattern=Learned, Acceleration=2x Acceleration2026.04 | 0.4771 | 46.32 | |
| LOUPE-LI-NetSampling Pattern=Learned, Acceleration=4x Acceleration2026.04 | 0.4792 | 46.2 | |
| LOUPE-LI-NetSampling Pattern=Learned, Acceleration=8x Acceleration2026.04 | 0.4886 | 45.73 | |
| LI-NetSampling Pattern=Poisson disk, Acceleration=2x Acceleration2026.04 | 0.5008 | 45.24 | |
| LI-NetSampling Pattern=Uniform random, Acceleration=2x Acceleration2026.04 | 0.5038 | 45.29 | |
| TradPat-UNet-RSSampling Pattern=Uniform random, Acceleration=16x Acceleration2026.04 | 0.5058 | 44.16 | |
| LI-NetSampling Pattern=Poisson disk, Acceleration=4x Acceleration2026.04 | 0.5074 | 44.89 | |
| LI-NetSampling Pattern=Variable density, Acceleration=4x Acceleration2026.04 | 0.5074 | 44.99 | |
| LI-NetSampling Pattern=Variable density, Acceleration=2x Acceleration2026.04 | 0.5088 | 44.96 | |
| LI-NetSampling Pattern=Uniform random, Acceleration=4x Acceleration2026.04 | 0.5096 | 44.82 | |
| LI-NetSampling Pattern=Poisson disk, Acceleration=8x Acceleration2026.04 | 0.5115 | 44.78 | |
| LI-NetSampling Pattern=Variable density, Acceleration=8x Acceleration2026.04 | 0.5147 | 44.64 | |
| LOUPE-LI-NetSampling Pattern=Learned, Acceleration=16x Acceleration2026.04 | 0.5179 | 44.48 | |
| LI-NetSampling Pattern=Variable density, Acceleration=16x Acceleration2026.04 | 0.5399 | 43.43 | |
| LI-NetSampling Pattern=Poisson disk, Acceleration=16x Acceleration2026.04 | 0.5429 | 43.32 | |
| LI-NetSampling Pattern=Uniform random, Acceleration=8x Acceleration2026.04 | 0.5433 | 43.31 | |
| LI-NetSampling Pattern=Uniform random, Acceleration=16x Acceleration2026.04 | 0.6283 | 39.27 |