Medical Image Segmentation on TN3K 25 samples (train)
60.13DICE ScoreDINO-AugSeg
Evaluation Results
| Method | Links | |
|---|---|---|
| DINO-AugSegEncoder Type=SSL, Training Sample Number=252026.01 | 60.13 | |
| SimSiamEncoder Type=SSL, Training Sample Number=252026.01 | 56.09 | |
| MoCov2Encoder Type=SSL, Training Sample Number=252026.01 | 56.08 | |
| AIMv2Encoder Type=SSL, Training Sample Number=252026.01 | 53.08 | |
| MAEEncoder Type=SSL, Training Sample Number=252026.01 | 49.45 | |
| Attention-UnetEncoder Type=Conv, Training Sample Number=252026.01 | 48.01 | |
| Unet++Encoder Type=Conv, Training Sample Number=252026.01 | 47.66 | |
| U-NetEncoder Type=Conv, Training Sample Number=252026.01 | 46.04 | |
| SegNetEncoder Type=Conv, Training Sample Number=252026.01 | 44.18 | |
| nn-UNetEncoder Type=Conv, Training Sample Number=252026.01 | 43.4 | |
| SegResNetEncoder Type=Conv, Training Sample Number=252026.01 | 42.97 | |
| SwinUNETREncoder Type=Trans, Training Sample Number=252026.01 | 40.76 | |
| SegFormerEncoder Type=Trans, Training Sample Number=252026.01 | 35.05 | |
| MultiResUNetEncoder Type=Conv, Training Sample Number=252026.01 | 30.15 | |
| SegDINOEncoder Type=SSL, Training Sample Number=252026.01 | 30.06 | |
| MISSFormerEncoder Type=Trans, Training Sample Number=252026.01 | 23.09 |