Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning - Supplementary Material Y anpeng Sun 1, Qiang Chen

Therefore, we compared the impact of different training strategies on benchmark datasets. Method fine-tune method Fold-0 Fold-1 Fold-2 Fold-3 Mean baseline freeze backbone 65.60 70.28 64.12 60.27 65.07 SVF 67.42 71.57 In Table 2, we compared the effect of this trick on FSS models. Flod-2, the trend of improvement is very obvious. Y ang(12) was tested with 4000 images, and CyCTR (15) was tested with 5000 images.