SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation

Benchmark Model Rank Results
image-segmentation-on-mas3kSAM2-UNet#1mIoU: 0.799S-measure: 0.903E-measure: 0.943MAE: 0.021
image-segmentation-on-msd-mirror-segmentationSAM2-UNet#1IoU: 0.918F-measure: 0.957MAE: 0.022
image-segmentation-on-pmdSAM2-UNet#1IoU: 0.728F-measure: 0.826MAE: 0.027
image-segmentation-on-rmasSAM2-UNet#2mIoU: 0.738S-measure: 0.874E-measure: 0.944MAE: 0.022
salient-object-detection-on-dut-omron-2SAM2-UNet#1S-measure: 0.884E-measure: 0.912MAE: 0.039
salient-object-detection-on-duts-te-1SAM2-UNet#1Smeasure: 0.934E-measure: 0.959MAE: 0.020
salient-object-detection-on-ecssd-1SAM2-UNet#1S-measure: 0.950E-measure: 0.970MAE: 0.020
salient-object-detection-on-hku-is-1SAM2-UNet#1S-measure: 0.941E-measure: 0.971MAE: 0.019
salient-object-detection-on-pascal-s-1SAM2-UNet#2S-measure: 0.894E-measure: 0.931MAE: 0.043