Instruments Segmentation on Endoscopy 2017
64.63DSCUSEMA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| USEMA# Params=52M2026.05 | 64.63 | 66.21 | |
| Swin U-Mamba# Params=28M, Pre-training=without ImageNet-based2026.05 | 64.02 | 65.47 | |
| U-Mamba Enc# Params=67M2026.05 | 63.03 | 64.51 | |
| Mamba UNet# Params=35M2026.05 | 62.56 | 63.7 | |
| nnFormer# Params=60M2026.05 | 61.35 | 62.28 | |
| MLLA-UNet# Params=47M2026.05 | 56.95 | 58.33 | |
| SwinUNETR# Params=25M2026.05 | 55.28 | 56.83 | |
| UNETR# Params=88M2026.05 | 50.17 | 51.68 |