2D Segmentation on Instruments in Endoscopy
67.33Dice CoefficientU-Mamba_Bot
Evaluation results
| Method | Links | ||
|---|---|---|---|
| U-Mamba_BotDSC block=✓2025.09 | 67.33 | 0.6887 | |
| nnU-NetDSC block=✓2025.09 | 67.18 | 0.6865 | |
| TTT-UNet_BotDSC block=-2025.09 | 66.43 | 0.6799 | |
| SegResNetDSC block=✓2025.09 | 66.2 | 0.6782 | |
| U-Mamba_BotDSC block=×2025.09 | 65.4 | 0.6692 | |
| nnU-NetDSC block=×2025.09 | 62.64 | 0.6412 | |
| MedNextDSC block=✓2025.09 | 61.04 | 0.6263 | |
| SwinUNETRDSC block=✓2025.09 | 60.64 | 0.6226 | |
| MedNextDSC block=×2025.09 | 60.55 | 0.6211 | |
| SegResNetDSC block=×2025.09 | 58.2 | 0.5968 | |
| SwinUNETRDSC block=×2025.09 | 55.28 | 0.5683 | |
| UNETRDSC block=✓2025.09 | 51.37 | 0.5275 | |
| UNETRDSC block=×2025.09 | 50.17 | 0.5168 | |
| Med-TTTDSC block=-2025.09 | 50.11 | 0.5319 |