3D Vessel Segmentation on IXI (test)
92.11DiceCOMMA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| COMMAFLOPs/G=249.31, GPU usage/M=8833.45, Param./MB=44.962025.03 | 92.11 | 96.9 | 0.18 | 94.11 | 1.81 | |
| nnUNetFLOPs/G=1529.51, GPU usage/M=5725.46, Param./MB=30.802025.03 | 92.03 | 96.76 | 0.2 | 93.92 | 2 | |
| Swin UNETRFLOPs/G=329.34, GPU usage/M=9134.42, Param./MB=61.992025.03 | 91.29 | 96.17 | 0.23 | 92.96 | 2.45 | |
| SegMambaFLOPs/G=655.49, GPU usage/M=6552.42, Param./MB=64.242025.03 | 91.19 | 96.31 | 0.23 | 92.68 | 2.18 | |
| UMambaFLOPs/G=3814.20, GPU usage/M=12954.88, Param./MB=173.532025.03 | 91.03 | 96.3 | 0.22 | 92.33 | 1.92 | |
| MDNetFLOPs/G=2220.05, GPU usage/M=8986.06, Param./MB=157.862025.03 | 90.9 | 96.03 | 0.23 | 91.43 | 1.91 | |
| ERNetFLOPs/G=171.14, GPU usage/M=3258.77, Param./MB=5.112025.03 | 90.85 | 96.21 | 0.23 | 92.7 | 2.26 | |
| UNETRFLOPs/G=281.01, GPU usage/M=4875.40, Param./MB=169.032025.03 | 89.66 | 95.24 | 0.57 | 92.61 | 4.54 | |
| UNetFLOPs/G=204.32, GPU usage/M=1581.47, Param./MB=7.912025.03 | 88.9 | 94.64 | 0.41 | 89.68 | 3.53 | |
| DSCNetFLOPs/G=221.97, GPU usage/M=48124.98, Param./MB=7.202025.03 | 88.73 | 95.13 | 0.27 | 89.47 | 2.45 | |
| TRAFLOPs/G=320.45, GPU usage/M=2056.81, Param./MB=45.602025.03 | 88.43 | 94.25 | 0.32 | 87.52 | 2.65 |