Polyp Segmentation on Polyp (test)
92.97mDiceDCSNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DCSNetCategory=Pretrained, Params=59.42M, GFLOPs=46.862026.06 | 92.97 | 86.97 | 94.03 | 5.01 | |
| G-CASCADECategory=Pretrained, Params=30.96M, GFLOPs=5.542026.06 | 91.75 | 86.73 | 93.52 | 3.32 | |
| CaraNetCategory=Non-pretrained, Params=46.64M, GFLOPs=11.502026.06 | 91.71 | 86.44 | 93.07 | 3.51 | |
| TransUNetCategory=Pretrained, Params=105.91M, GFLOPs=32.232026.06 | 91.41 | 85.86 | 93.47 | 3.65 | |
| TransFuseCategory=Pretrained, Params=143.54M, GFLOPs=62.102026.06 | 88.96 | 83.71 | 93.89 | 6.08 | |
| nnUNetCategory=Standard, Params=31M, FLOPs=50G2026.03 | 85.7 | 83.4 | — | — | |
| Attention-UNetCategory=Non-pretrained, Params=34.88M, GFLOPs=66.632026.06 | 83.65 | 73.07 | 85.37 | 12.34 | |
| Mask R-CNNCategory=Pretrained, Params=43.92M, GFLOPs=61.912026.06 | 83.47 | 76.33 | 87.17 | 7.93 | |
| ORDERCategory=Edge, Params=42K, FLOPs=0.56G, Resolution=256^22026.03 | 81.3 | 81.7 | — | — | |
| SvANetCategory=Pretrained, Params=177.19M, GFLOPs=29.742026.06 | 78.69 | 71.97 | 89.74 | 14.84 | |
| UNet++Category=Non-pretrained, Params=9.16M, GFLOPs=34.912026.06 | 77.94 | 71.99 | 90.48 | 16.7 | |
| UNetCategory=Non-pretrained, Params=31.04M, GFLOPs=54.512026.06 | 75.44 | 68.76 | 89.35 | 19.74 | |
| MK-UNetCategory=Edge, Params=27K, FLOPs=0.15G, Resolution=256^22026.03 | 75.3 | 71.2 | — | — | |
| UNeXtCategory=Edge, Params=1.3M, FLOPs=2G2026.03 | 74.9 | 70.1 | — | — | |
| EGE-UNetCategory=Edge, Params=0.5M, FLOPs=1G2026.03 | 74.1 | 69.2 | — | — |