Change Detection on WHU-CD trained on LEVIR-CD (test)
51.5IoUSemiCD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SemiCDpercentage of labeled data=40%2022.04 | 51.5 | 97.72 | |
| SemiCDNetpercentage of labeled data=40%2022.04 | 48.3 | 97.53 | |
| s4GANpercentage of labeled data=40%2022.04 | 47.9 | 97.63 | |
| Sup. onlypercentage of labeled data=40%2022.04 | 47.2 | 97.12 | |
| AdvNetpercentage of labeled data=40%2022.04 | 43.1 | 97.33 | |
| SemiCDpercentage of labeled data=20%2022.04 | 42.1 | 96.99 | |
| s4GANpercentage of labeled data=20%2022.04 | 41.9 | 96.95 | |
| SemiCDNetpercentage of labeled data=20%2022.04 | 39.5 | 97.2 | |
| SemiCDpercentage of labeled data=10%2022.04 | 39.3 | 96.76 | |
| Sup. onlypercentage of labeled data=20%2022.04 | 38.7 | 96.59 | |
| SemiCDpercentage of labeled data=5%2022.04 | 35.4 | 96.4 | |
| AdvNetpercentage of labeled data=10%2022.04 | 33.2 | 96.56 | |
| AdvNetpercentage of labeled data=20%2022.04 | 32.8 | 96.97 | |
| SemiCDNetpercentage of labeled data=10%2022.04 | 32.5 | 96.93 | |
| Sup. onlypercentage of labeled data=10%2022.04 | 32.2 | 96.7 | |
| s4GANpercentage of labeled data=10%2022.04 | 31.7 | 95.65 | |
| s4GANpercentage of labeled data=5%2022.04 | 31.2 | 96.33 | |
| SemiCDNetpercentage of labeled data=5%2022.04 | 28.4 | 96.41 | |
| AdvNetpercentage of labeled data=5%2022.04 | 27.2 | 96.37 | |
| Sup. onlypercentage of labeled data=5%2022.04 | 24.5 | 95.9 |