FS-SAM2: Adapting Segment Anything Model 2 for Few-Shot Semantic Segmentation via Low-Rank Adaptation

Benchmark Model Rank Results
few-shot-semantic-segmentation-on-fss-1000-1-shotFS-SAM2#4Mean IoU: 90.6
few-shot-semantic-segmentation-on-fss-1000-5-shotFS-SAM2#2Mean IoU: 91.7
few-shot-semantic-segmentation-on-pascal-5i-1-shotFS-SAM2#2Mean IoU: 73.4
few-shot-semantic-segmentation-on-pascal-5i-5-shotFS-SAM2#8Mean IoU: 74.8