Lumbar Spine Segmentation on SPIDER
79.39DSCATM-Net
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ATM-NetPara (M)=64.87, FLOPs (G)=623.95, Time (ms)=75.002025.04 | 79.39 | 70.56 | 9.91 | 2.77 | |
| TeViAPara (M)=114.48, FLOPs (G)=79.15, Time (ms)=44.742025.04 | 77.74 | 68.75 | 10.68 | 3.15 | |
| nnUNetV2Para (M)=19.10, FLOPs (G)=412.7, Time (ms)=85.832025.04 | 71.59 | 63.49 | 14.28 | 4.52 | |
| SpineParseNetPara (M)=15.95, FLOPs (G)=392.85, Time (ms)=312.482025.04 | 71.08 | 63.16 | 14.05 | 3.15 | |
| Swin UNETRPara (M)=25.12, FLOPs (G)=340.7, Time (ms)=65.872025.04 | 66.67 | 59.31 | 10.29 | 3.21 | |
| U-BiSeNetPara (M)=12.59, FLOPs (G)=186.87, Time (ms)=16.112025.04 | 64.67 | 56.2 | 10.19 | 3.08 | |
| Mod-BiSeNetPara (M)=41.91, FLOPs (G)=273.95, Time (ms)=30.312025.04 | 64.56 | 56.03 | 12.24 | 3.4 | |
| H-SAMPara (M)=116.18, FLOPs (G)=105.93, Time (ms)=270.202025.04 | 64.01 | 57.36 | 10.43 | 2.84 | |
| A-ThreadPara (M)=115.39, FLOPs (G)=634.20, Time (ms)=54.512025.04 | 62.82 | 56.42 | 10.25 | 3.18 | |
| Att. U-NetPara (M)=4.46, FLOPs (G)=145.25, Time (ms)=19.732025.04 | 62.72 | 54.81 | 15.67 | 4.44 | |
| SegResNetPara (M)=0.39, FLOPs (G)=17.90, Time (ms)=16.242025.04 | 61.58 | 54.04 | 13.62 | 4.16 | |
| UNETRPara (M)=87.12, FLOPs (G)=473.47, Time (ms)=42.52025.04 | 60.16 | 52.05 | 15.49 | 3.92 | |
| U-NetPara (M)=1.49, FLOPs (G)=37.09, Time (ms)=8.932025.04 | 52.52 | 42.23 | 49.94 | 25.04 |