Medical Referring Image Segmentation on QaTa-COV19
91.39Dice ScoreSemi-MedRef
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Semi-MedRefBackbone=MMI-UNet, Label Ratio=100%2026.05 | 91.39 | 84.14 | |
| Semi-MedRefBackbone=GuideDecoder, Label Ratio=100%2026.05 | 90.91 | 83.34 | |
| MMI-UNetLabel Ratio=100%2026.05 | 90.88 | 83.28 | |
| Semi-MedRefBackbone=MMI-UNet, Label Ratio=15%2026.05 | 89.84 | 81.56 | |
| GuideDecoderLabel Ratio=100%2026.05 | 89.78 | 81.45 | |
| Semi-MedRefBackbone=GuideDecoder, Label Ratio=15%2026.05 | 89.13 | 80.39 | |
| MMI-UNetLabel Ratio=15%2026.05 | 88.72 | 79.73 | |
| Semi-MedRefBackbone=MMI-UNet, Label Ratio=5%2026.05 | 88.31 | 78.98 | |
| MMI-UNetLabel Ratio=5%2026.05 | 87.35 | 77.55 | |
| Semi-MedRefBackbone=MMI-UNet, Label Ratio=2%2026.05 | 87.25 | 77.38 | |
| Semi-MedRefBackbone=GuideDecoder, Label Ratio=5%2026.05 | 87.12 | 77.18 | |
| TextmatchLabel Ratio=15%2026.05 | 86.21 | 75.64 | |
| Semi-MedRefBackbone=GuideDecoder, Label Ratio=2%2026.05 | 86.07 | 75.54 | |
| GuideDecoderLabel Ratio=15%2026.05 | 85.03 | 73.95 | |
| MMI-UNetLabel Ratio=2%2026.05 | 84.63 | 73.36 | |
| GuideDecoderLabel Ratio=5%2026.05 | 84.23 | 72.76 | |
| LViTLabel Ratio=100%2026.05 | 83.66 | 75.11 | |
| TextmatchLabel Ratio=5%2026.05 | 83.56 | 71.67 | |
| GuideDecoderLabel Ratio=2%2026.05 | 80.44 | 67.28 | |
| SemiRESLabel Ratio=100%2026.05 | 80.16 | 70.2 | |
| LViTLabel Ratio=15%2026.05 | 79.98 | 70.04 | |
| LAVTLabel Ratio=100%2026.05 | 79.28 | 69.89 | |
| SemiRESLabel Ratio=15%2026.05 | 77.52 | 67.59 | |
| SemiRESLabel Ratio=5%2026.05 | 77.4 | 67.45 | |
| LViTLabel Ratio=5%2026.05 | 77.24 | 66.31 | |
| LAVTLabel Ratio=15%2026.05 | 76.61 | 66.49 | |
| SemiRESLabel Ratio=2%2026.05 | 75.33 | 64.82 | |
| LViTLabel Ratio=2%2026.05 | 75.23 | 64.51 | |
| LAVTLabel Ratio=5%2026.05 | 73.93 | 63.24 | |
| LAVTLabel Ratio=2%2026.05 | 69.25 | 57.56 |