Semantic Segmentation on Augmented S2DS (test)
70.46mIoU (Def.)DeltaSeg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeltaSegParams (M)=7.142026.04 | 70.46 | 83.99 | |
| SA-UNetParams (M)=7.862026.04 | 70.27 | 83.45 | |
| UNet3+Params (M)=25.592026.04 | 68.79 | 82.78 | |
| Mob.-UNETRParams (M)=12.712026.04 | 65.77 | 79.93 | |
| EGE-UNetParams (M)=2.832026.04 | 63.23 | 78.82 | |
| FPNParams (M)=21.182026.04 | 62.88 | 78.53 | |
| Hi-ViT-UNetParams (M)=14.772026.04 | 59.6 | 76.03 | |
| SegFormerParams (M)=2.672026.04 | 58.2 | 74.56 | |
| EfficientSegNetParams (M)=0.292026.04 | 53.64 | 69.28 | |
| EfficientViTParams (M)=0.272026.04 | 53.45 | 69.34 | |
| VM-UNetParams (M)=29.082026.04 | 52.47 | 68.36 | |
| U-NetParams (M)=31.042026.04 | 31.54 | 49.77 | |
| Swin-UNetParams (M)=14.532026.04 | 18.13 | 33.59 |