Medical Image Segmentation on TN3K (test)
84.17Dice ScorePrior-Aware Pseudo-Labeling (Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Prior-Aware Pseudo-Labeling (Ours)Partition Protocol=1/22025.03 | 84.17 | 75.7 | |
| Prior-Aware Pseudo-Labeling (Ours)Partition Protocol=1/42025.03 | 83.24 | 74.47 | |
| Prior-Aware Pseudo-Labeling (Ours)Partition Protocol=1/82025.03 | 82.21 | 73.16 | |
| SemiMedSegPartition Protocol=1/22025.03 | 81.79 | 72.71 | |
| UNetPartition Protocol=1/22025.03 | 81.75 | 72.89 | |
| SemiMedSegPartition Protocol=1/42025.03 | 80.67 | 71.44 | |
| UNetPartition Protocol=1/42025.03 | 80.06 | 70.61 | |
| SemiMedSegPartition Protocol=1/82025.03 | 77.33 | 67.11 | |
| AugSegPartition Protocol=1/22025.03 | 76.09 | 65.28 | |
| U2PLPartition Protocol=1/42025.03 | 75.6 | 64.26 | |
| U2PLPartition Protocol=1/22025.03 | 75.25 | 63.89 | |
| U2PLPartition Protocol=1/82025.03 | 74.35 | 63.15 | |
| AugSegPartition Protocol=1/42025.03 | 74.1 | 63.22 | |
| UNetPartition Protocol=1/82025.03 | 73.98 | 62.95 | |
| MTNetPartition Protocol=1/22025.03 | 73.72 | 63.62 | |
| SS-NetPartition Protocol=1/22025.03 | 73.49 | 63.89 | |
| SS-NetPartition Protocol=1/42025.03 | 72.93 | 62.8 | |
| AugSegPartition Protocol=1/82025.03 | 72.82 | 61.38 | |
| SS-NetPartition Protocol=1/82025.03 | 70.99 | 59.9 | |
| UniMatchPartition Protocol=1/22025.03 | 69.67 | 57.88 | |
| FixMatchPartition Protocol=1/22025.03 | 69.44 | 57.74 | |
| UniMatchPartition Protocol=1/42025.03 | 69.33 | 57.29 | |
| MTNetPartition Protocol=1/42025.03 | 68.77 | 58.45 | |
| UniMatchPartition Protocol=1/82025.03 | 67.3 | 55.25 | |
| FixMatchPartition Protocol=1/42025.03 | 66.09 | 53.71 | |
| ST++Partition Protocol=1/22025.03 | 65.21 | 53.54 | |
| FixMatchPartition Protocol=1/82025.03 | 61.59 | 49.36 | |
| MTNetPartition Protocol=1/82025.03 | 61.26 | 51.33 | |
| ST++Partition Protocol=1/42025.03 | 57.61 | 46.05 | |
| ST++Partition Protocol=1/82025.03 | 52.51 | 41.12 |