Maxillary sinus segmentation on Clinical panoramic X-ray dataset (test)
96.35Dice ScoreOurs
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursParams (M)=90.49, FLOPs (G)=743.98, Input Resolution=1024 x 10242026.04 | 96.35 | 97.34 | 95.9 | 0.0138 | |
| MedSAMYear=2024, Params (M)=90.49, FLOPs (G)=743.98, Input Resolution=1024 x 10242026.04 | 96.02 | 96.48 | 95.64 | 0.0146 | |
| TransUNetYear=2021, Params (M)=93.74, FLOPs (G)=1044.91, Input Resolution=1024 x 10242026.04 | 95.87 | 97.11 | 94.78 | 2.5238 | |
| DeepLabV3+Year=2018, Params (M)=2.67, FLOPs (G)=295.23, Input Resolution=1024 x 10242026.04 | 95.85 | 96.15 | 95.66 | 0.0156 | |
| U-NetYear=2015, Params (M)=31.04, FLOPs (G)=1751.61, Input Resolution=1024 x 10242026.04 | 94.67 | 95.73 | 88.98 | 4.6064 | |
| nnU-NetYear=2024, Params (M)=58.65, FLOPs (G)=367.97, Input Resolution=1024 x 10242026.04 | 90.06 | 87.04 | 94.53 | 387.1896 | |
| UNETRYear=2022, Params (M)=92.02, FLOPs (G)=2460.28, Input Resolution=1024 x 10242026.04 | 86.38 | 88.76 | 84.92 | 19.1559 |