Building Detection on xBD (test)
88.43F1 Score (Building)SiamixFormer-5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SiamixFormer-5Input shape=512×512, Params(M)=175.15, FLOPs(G)=108.032022.08 | 88.43 | 79.26 | |
| SiamixFormer-4Input shape=512×512, Params(M)=133.95, FLOPs(G)=85.592022.08 | 88.35 | 79.14 | |
| SiamixFormer-3Input shape=512×512, Params(M)=100.41, FLOPs(G)=63.342022.08 | 88.3 | 79.06 | |
| SiamixFormer-2Input shape=512×512, Params(M)=60.65, FLOPs(G)=40.232022.08 | 88.05 | 78.66 | |
| SiamixFormer-1Input shape=512×512, Params(M)=38.57, FLOPs(G)=27.712022.08 | 87.23 | 77.35 | |
| DamFormerInput shape=512×5122022.08 | 86.86 | — | |
| SiamixFormer-0Input shape=512×512, Params(M)=10.04, FLOPs(G)=10.532022.08 | 86.46 | 76.43 | |
| BDANetInput shape=512×512, Params(M)=34.4, FLOPs(G)=155.42022.08 | 86.4 | — | |
| RAPNetInput shape=512×5122022.08 | — | 73.26 |