Segmentation on Canine pneumothorax (test)
89.53Dice ScoreVLM-FlowMatch
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VLM-FlowMatch2026.04 | 89.53 | 81.14 | |
| PolypFlowCategory=Unet-based, Year=20252026.04 | 88.69 | 80.19 | |
| U2NetCategory=Unet-based, Year=20202026.04 | 88.34 | 79.65 | |
| HRNetCategory=Others, Year=20202026.04 | 87.8 | 78.83 | |
| SegNetCategory=Others, Year=20172026.04 | 87.77 | 78.8 | |
| UnetCategory=Unet-based, Year=20152026.04 | 87.74 | 78.78 | |
| Swin-UMambaCategory=Mamba-based, Year=20242026.04 | 87.33 | 78.2 | |
| Unet++Category=Unet-based, Year=20182026.04 | 87.12 | 77.88 | |
| DeepLabv3+Category=Transformer-based, Year=20182026.04 | 86.81 | 77.33 | |
| ResUnetCategory=Others, Year=20202026.04 | 86.7 | 77.27 | |
| Mamba-UNetCategory=Mamba-based, Year=20242026.04 | 85.06 | 74.81 | |
| Swin-UNetCategory=Unet-based, Year=20222026.04 | 84.62 | 74.24 | |
| H-vmunetCategory=Unet-based, Year=20252026.04 | 82.81 | 71.47 | |
| SAMCategory=Others, Year=20232026.04 | 67.31 | 52.77 | |
| Swin-TransformerCategory=Transformer-based, Year=20212026.04 | 57.63 | 41.65 |