Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery

Benchmark Model Rank Results
change-detection-on-cdd-dataset-season-1CGNet#15F1-Score: 94.73F1: 94.73Precision: 93.67Recall: 95.82
change-detection-on-dsifn-cdCGNet#8F1: 60.19Precision: 47.75Recall: 81.38Overall Accuracy: 81.71
change-detection-on-googlegz-cdCGNet#2F1: 85.89Precision: 88.07Recall: 83.82Overal Accuracy: 93.23
change-detection-on-levirCGNet#5F1: 83.68Prcision: 81.46Recall: 86.02OA: 98.63KC: 82.97
change-detection-on-levir-cdCGNet#13F1: 92.01IoU: 85.21Overall Accuracy: 99.20F1-score: 92.01
change-detection-on-s2lookingCGNet#7F1-Score: 64.33Precision: 70.18Recall: 59.38OA: 99.20KC: 63.93
change-detection-on-sysu-cdCGNet#8F1: 79.92Precision: 86.37Recall: 74.37OA: 91.19KC: 74.31
change-detection-on-whu-cdCGNet#9F1: 92.59Precision: 94.47Recall: 90.79Overall Accuracy: 99.48