Thyroid Nodule Segmentation on ThyroidXL
88.02Dice ScoreMedCAGD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedCAGDParams=30.60 M, Flops=05.00 G2026.07 | 88.02 | — | — | |
| MCADSParams=50.90 M, Flops=61.89 G2026.07 | 86.33 | — | — | |
| nnU-NetParams=31.29 M, Flops=55.26 G2026.07 | 86.08 | — | — | |
| UCTransNetParams=65.60 M, Flops=56.70 G2026.07 | 85.82 | — | — | |
| Swin-UnetParams=27.17 M, Flops=06.20 G2026.07 | 85.8 | — | — | |
| TransUNetParams=105.32 M, Flops=38.52 G2026.07 | 85.77 | — | — | |
| Vanilla Multitask2026.03 | 85.6 | 76.7 | 41.05 | |
| +RLAR2026.03 | 85.56 | 76.65 | 43.72 | |
| PraNetParams=32.55 M, Flops=06.93 G2026.07 | 85.51 | — | — | |
| Clinically Guided2026.03 | 84.96 | 75.95 | 47.1 | |
| Swin-UMambaParams=60.00 M, Flops=68.00 G2026.07 | 84.96 | — | — | |
| +Rep-MTL2026.03 | 84.56 | 75.48 | 51.09 | |
| UNeXtParams=1.470 M, Flops=0.570 G2026.07 | 84.46 | — | — | |
| UNet++Params=09.16 M, Flops=34.65 G2026.07 | 83.94 | — | — | |
| EMCADParams=26.76 M, Flops=05.60 G2026.07 | 83.33 | — | — | |
| VM-UNetParams=27.43 M, Flops=04.12 G2026.07 | 78.31 | — | — | |
| DeepLabv3+Params=39.76 M, Flops=14.92 G2026.07 | 73.46 | — | — | |
| AttnUNetParams=34.88 M, Flops=66.64 G2026.07 | 72.5 | — | — | |
| U-NetParams=34.53 M, Flops=65.53 G2026.07 | 71.16 | — | — |