Medical Image Segmentation on ISIC 25 samples 2018 (train)
81.72Dice ScoreSimSiam
Evaluation Results
| Method | Links | |
|---|---|---|
| SimSiamEncoder Type=SSL, Training Sample Number=252026.01 | 81.72 | |
| MoCov2Encoder Type=SSL, Training Sample Number=252026.01 | 81.27 | |
| SegDINOEncoder Type=SSL, Training Sample Number=252026.01 | 79.38 | |
| U-NetEncoder Type=Conv, Training Sample Number=252026.01 | 78.94 | |
| DINO-AugSegEncoder Type=SSL, Training Sample Number=252026.01 | 78.53 | |
| SegFormerEncoder Type=Trans, Training Sample Number=252026.01 | 77.53 | |
| Attention-UnetEncoder Type=Conv, Training Sample Number=252026.01 | 76.98 | |
| Unet++Encoder Type=Conv, Training Sample Number=252026.01 | 76.73 | |
| MISSFormerEncoder Type=Trans, Training Sample Number=252026.01 | 75.72 | |
| AIMv2Encoder Type=SSL, Training Sample Number=252026.01 | 74.44 | |
| SegResNetEncoder Type=Conv, Training Sample Number=252026.01 | 74.12 | |
| MAEEncoder Type=SSL, Training Sample Number=252026.01 | 74.06 | |
| SwinUNETREncoder Type=Trans, Training Sample Number=252026.01 | 73.04 | |
| MultiResUNetEncoder Type=Conv, Training Sample Number=252026.01 | 72.06 | |
| SegNetEncoder Type=Conv, Training Sample Number=252026.01 | 71.93 | |
| nn-UNetEncoder Type=Conv, Training Sample Number=252026.01 | 70.33 |