Geography-Aware Self-Supervised Learning

Benchmark Model Rank Results
semantic-segmentation-on-spacenet-1PSANet w/ ResNet50 - FMoW self-supervised pre-training w/ MoCo-V2 + Temporal Positives#6Mean IoU: 78.48
semantic-segmentation-on-spacenet-1PSANet w/ ResNet50 backbone - FMoW self-supervised pre-training w/ MoCo-V2#7Mean IoU: 78.05
semantic-segmentation-on-spacenet-1PSANet w/ ResNet50 backbone - FMoW pretrained#8Mean IoU: 75.57
semantic-segmentation-on-spacenet-1PSANet w/ ResNet50 backbone - ImageNet pretrained#9Mean IoU: 75.23
semantic-segmentation-on-spacenet-1PSANet w/ ResNet50 backbone#10Mean IoU: 74.93