Medical Image Segmentation on PRAD-10K 1.0 (test)
92.6Tooth DSCAHGNN
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| AHGNN2025.04 | 92.6 | 93.45 | 85.6 | 82.49 | 57.31 | 75.24 | 63.78 | 88.49 | 83.16 | 80.24 | |
| Atten-Unet2025.04 | 92.58 | 93.31 | 85.61 | 84.54 | 69.14 | 75.19 | 63.63 | 89.14 | 84.25 | 81.93 | |
| Unet++2025.04 | 92.56 | 93.2 | 85.52 | 85.31 | 57.94 | 78.07 | 64.7 | 90.38 | 72.47 | 80.02 | |
| PRNet2025.04 | 92.38 | 93.02 | 88.87 | 82.89 | 78.88 | 78.66 | 63.92 | 92.46 | 88.83 | 84.24 | |
| MultiResUnet2025.04 | 91.7 | 92.64 | 79.07 | 82.58 | 45.16 | 66.97 | 61.53 | 76.02 | 82.01 | 75.31 | |
| ACC-Unet2025.04 | 91.69 | 92.68 | 83.34 | 78.49 | 41.1 | 71.68 | 63.27 | 79.98 | 76.92 | 75.46 | |
| EMCAD2025.04 | 91.62 | 92.4 | 81.98 | 80.44 | 63.26 | 69.52 | 62.36 | 83.48 | 80.41 | 78.39 | |
| MGFuseSeg2025.04 | 91.58 | 92.5 | 84.89 | 73.27 | 48.33 | 67.96 | 62.42 | 70.01 | 75.54 | 73.94 | |
| Unet2025.04 | 91.55 | 92.17 | 85.74 | 84.82 | 55.33 | 75.35 | 63.69 | 89.71 | 84.61 | 80.33 | |
| TransUnet2025.04 | 91.34 | 92.05 | 75.23 | 87.93 | 81.5 | 59.28 | 61.16 | 90.19 | 74.01 | 79.19 | |
| UNEXT2025.04 | 90.41 | 91.66 | 74.22 | 55.71 | 47.64 | 64.12 | 56.89 | 72.09 | 76.09 | 69.87 | |
| Swin-Unet2025.04 | 89.53 | 90.43 | 77.17 | 69.16 | 42.35 | 63.03 | 56.01 | 75.67 | 72.84 | 70.69 | |
| TinyUnet2025.04 | 88.62 | 89.92 | 63.47 | 71.37 | 40.09 | 43.69 | 55.27 | 68.19 | 88.64 | 67.6 |