Hybrid Mamba for Few-Shot Segmentation

Benchmark Model Rank Results
few-shot-semantic-segmentation-on-coco-20i-1HMNet (ResNet-50)#5Mean IoU: 52.1FB-IoU: 74.5
few-shot-semantic-segmentation-on-coco-20i-1HMNet (VGG-16)#11Mean IoU: 49.1FB-IoU: 72.6
few-shot-semantic-segmentation-on-coco-20i-5HMNet (ResNet-50)#6Mean IoU: 58.9FB-IoU: 77.6
few-shot-semantic-segmentation-on-coco-20i-5HMNet (VGG-16)#17Mean IoU: 54.5FB-IoU: 75.5
few-shot-semantic-segmentation-on-pascal-5i-1HMNet (ResNet-50)#3Mean IoU: 70.4FB-IoU: 81.6
few-shot-semantic-segmentation-on-pascal-5i-1HMNet (VGG-16)#25Mean IoU: 67.3FB-IoU: 79.2
few-shot-semantic-segmentation-on-pascal-5i-5HMNet (ResNet-50)#7Mean IoU: 74.1FB-IoU: 84.4
few-shot-semantic-segmentation-on-pascal-5i-5HMNet (VGG-16)#27Mean IoU: 71.1FB-IoU: 82.6