Self-supervised Learning in Remote Sensing: A Review

Benchmark Model Rank Results
image-classification-on-eurosatMoCo-v2 (ResNet18, fine tune)#7Accuracy (%): 98.9
image-classification-on-eurosatMoCo-v2 (ResNet18, linear eval)#15Accuracy (%): 94.4
multi-label-image-classification-on-bigearthnetMoCo-v2 (ResNet18, fine tune)#3mAP (micro): 89.3official split: No