3D Vessel Segmentation on BreastMRI (test)
63.72DiceCOMMA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| COMMAFLOPs/G=249.31, GPU usage/M=8833.45, Param./MB=44.962025.03 | 63.72 | 78.27 | 3.11 | 80.17 | 18.31 | |
| nnUNetFLOPs/G=1529.51, GPU usage/M=5725.46, Param./MB=30.802025.03 | 61.27 | 76.3 | 3.82 | 82.21 | 21.77 | |
| DSCNetFLOPs/G=221.97, GPU usage/M=48124.98, Param./MB=7.202025.03 | 60.78 | 75.27 | 3.91 | 82.84 | 24.93 | |
| UMambaFLOPs/G=3814.20, GPU usage/M=12954.88, Param./MB=173.532025.03 | 58.92 | 73.35 | 4.34 | 79.27 | 24.85 | |
| Swin UNETRFLOPs/G=329.34, GPU usage/M=9134.42, Param./MB=61.992025.03 | 58.36 | 72.75 | 4.26 | 78.93 | 25.75 | |
| MDNetFLOPs/G=2220.05, GPU usage/M=8986.06, Param./MB=157.862025.03 | 58.04 | 72.4 | 4.14 | 72.87 | 19.96 | |
| ERNetFLOPs/G=171.14, GPU usage/M=3258.77, Param./MB=5.112025.03 | 57.95 | 71.77 | 4.82 | 75.43 | 25.95 | |
| SegMambaFLOPs/G=655.49, GPU usage/M=6552.42, Param./MB=64.242025.03 | 56.15 | 71.84 | 3.97 | 68.07 | 16.74 | |
| UNETRFLOPs/G=281.01, GPU usage/M=4875.40, Param./MB=169.032025.03 | 55.77 | 70.44 | 4.47 | 78.75 | 29.06 | |
| TRAFLOPs/G=320.45, GPU usage/M=2056.81, Param./MB=45.602025.03 | 55.44 | 69.89 | 4.75 | 77.24 | 29.83 | |
| UNetFLOPs/G=204.32, GPU usage/M=1581.47, Param./MB=7.912025.03 | 55.39 | 70.08 | 5.1 | 77.62 | 28.91 |