Remote Sensing Change Detection on SYSU-CD (test)
83.01F1 ScoreRCTNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RCTNetBackbone=RegNet, Params=13.8M, FLOPs=7.65G2024.07 | 83.01 | — | — | — | — | |
| CDMaskFormer2024.06 | 82.84 | 78.85 | 87.25 | 70.7 | 91.47 | |
| RCTNetBackbone=ResNet18, Params=14.6M, FLOPs=8.43G2024.07 | 82.23 | — | — | — | — | |
| WNet23Params=43.07M, FLOPs=19.20G2024.07 | 80.64 | — | — | — | — | |
| BIT2024.06 | 80.11 | 83.19 | 77.25 | 66.82 | 90.96 | |
| SNUNet 22Params=12.03M, FLOPs=42.96G2024.07 | 79.96 | — | — | — | — | |
| DGANet23Params=12.28M, FLOPs=12.56G2024.07 | 79.79 | — | — | — | — | |
| SNUNet2024.06 | 79.24 | 84.89 | 74.29 | 65.62 | 90.82 | |
| ChangeFormer2024.06 | 79.24 | 86.35 | 73.21 | 65.62 | 91.08 | |
| LGPNet2024.06 | 78.21 | 79.37 | 77.08 | 64.22 | 89.87 | |
| ChangeFormer22Params=41.02M, FLOPs=202.87G2024.07 | 77.83 | — | — | — | — | |
| DMATNet2024.06 | 77.63 | 80.97 | 74.56 | 63.44 | 89.87 | |
| ChangeStar2024.06 | 77.43 | 81.93 | 73.39 | 63.17 | 89.91 | |
| FC-Siam-Conc2024.06 | 76.89 | 83.03 | 71.62 | 62.45 | 89.35 | |
| IFNet2024.06 | 76.53 | 79.59 | 73.58 | 61.91 | 89.17 | |
| IFNet20Params=50.71M, FLOPs=82.26G2024.07 | 76.38 | — | — | — | — | |
| FC-EF2024.06 | 72.57 | 72.28 | 72.85 | 56.94 | 87.01 | |
| FC-Siam-Di2024.06 | 64.08 | 84.94 | 51.45 | 47.15 | 86.4 |