SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images

Benchmark Model Rank Results
building-change-detection-for-remote-sensingSiamixFormer-0F1: 89.47IoU: 82.29
building-change-detection-for-remote-sensingSiamixFormer-1F1: 89.29IoU: 82.03
building-change-detection-for-remote-sensingSiamixFormer-2F1: 90.57IoU: 83.88
building-change-detection-for-remote-sensingSiamixFormer-3F1: 90.54IoU: 83.84
building-change-detection-for-remote-sensingSiamixFormer-4F1: 90.70IoU: 84.05
building-change-detection-for-remote-sensingSiamixFormer-5F1: 91.58IoU: 85.38
change-detection-for-remote-sensing-images-onSiamixFormer-0F1-Score: 0.9205IoU: 85.81
change-detection-for-remote-sensing-images-onSiamixFormer-1F1-Score: 0.9278IoU: 87
change-detection-for-remote-sensing-images-onSiamixFormer-2F1-Score: 0.9552IoU: 91.62
change-detection-for-remote-sensing-images-onSiamixFormer-3F1-Score: 0.9648IoU: 93.33
change-detection-for-remote-sensing-images-onSiamixFormer-4F1-Score: 0.9685IoU: 94
change-detection-for-remote-sensing-images-onSiamixFormer-5F1-Score: 0.9713IoU: 94.51
extracting-buildings-in-remote-sensing-images-2SiamixFormer-0F1: 95.53IoU: 91.43
extracting-buildings-in-remote-sensing-images-2SiamixFormer-1F1: 96.01IoU: 92.31
extracting-buildings-in-remote-sensing-images-2SiamixFormer-2F1: 96.22IoU: 92.7
extracting-buildings-in-remote-sensing-images-2SiamixFormer-3F1: 96.32IoU: 92.9
extracting-buildings-in-remote-sensing-images-2SiamixFormer-4F1: 96.59IoU: 93.4
extracting-buildings-in-remote-sensing-images-2SiamixFormer-5F1: 96.69IoU: 93.58