Tumor Segmentation on LiTS (test)
79.67F1 ScoreUnet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Unet2026.06 | 79.67 | 82.3 | 77.2 | 66.21 | |
| Linknet2026.06 | 79.47 | 82.18 | 76.94 | 65.94 | |
| Segformer2026.06 | 75.59 | 86.55 | 67.09 | 60.75 | |
| LALE-S42026.06 | 74.67 | 82.86 | 67.95 | 59.58 | |
| UnetPlusPlus2026.06 | 73.24 | 83.59 | 65.18 | 57.78 | |
| LALE-S32026.06 | 71.71 | 75.27 | 68.47 | 55.9 | |
| UPerNet2026.06 | 71.47 | 79.18 | 65.13 | 55.61 | |
| LALE-S12026.06 | 71.37 | 72.13 | 70.62 | 55.49 | |
| DeepLabV3+2026.06 | 70.24 | 77.44 | 64.26 | 54.13 | |
| LALE-S22026.06 | 69.67 | 65.92 | 73.87 | 53.45 | |
| EffFormer-L72026.06 | 68.86 | 81.76 | 59.47 | 52.51 | |
| FastViT-SA122026.06 | 68.48 | 73.18 | 64.34 | 52.06 | |
| EffFormer-L32026.06 | 68.05 | 70.67 | 65.61 | 51.57 | |
| DeepLabV32026.06 | 67.02 | 71.39 | 63.15 | 50.4 | |
| FPN2026.06 | 66.13 | 68.64 | 63.8 | 49.4 | |
| PAN2026.06 | 66.05 | 73.47 | 59.99 | 49.31 | |
| DeiT3-Base2026.06 | 64.91 | 83.06 | 53.27 | 48.05 | |
| FastViT-MCI02026.06 | 63.17 | 64.62 | 61.78 | 46.16 | |
| MaxViT-Tiny2026.06 | 60.94 | 66.2 | 56.45 | 43.82 |