ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model

Benchmark Model Rank Results
2d-semantic-segmentation-on-xbdMambaBDA-Base#1Weighted Average F1-score: 0.8141Localization F1-score: 0.8141
change-detection-on-levirChangeMamba#1F1: 88.39Prcision: 89.24Recall: 87.57OA: 99.06KC: 87.91
change-detection-on-sysu-cdChangeMamba#3F1: 83.11Precision: 86.11Recall: 80.31OA: 92.30KC: 78.13
change-detection-on-whu-cdChangeMamba#4F1: 94.19Precision: 96.18Recall: 92.23Overall Accuracy: 99.58