PolyFormer: Referring Image Segmentation as Sequential Polygon Generation

Benchmark Model Rank Results
referring-expression-segmentation-on-davisPolyFormer-B#7J&F 1st frame: 60.9Zero-Shot Transfer: true
referring-expression-segmentation-on-refcocoPolyFormer-L#15Overall IoU: 75.96Mean IoU: 76.94
referring-expression-segmentation-on-refcocoPolyFormer-B#17Overall IoU: 74.82
referring-expression-segmentation-on-refcoco-3PolyFormer-L#14Overall IoU: 69.33Mean IoU: 72.15
referring-expression-segmentation-on-refcoco-3PolyFormer-B#15Overall IoU: 67.64Mean IoU: 70.65
referring-expression-segmentation-on-refcoco-4PolyFormer-L#11Overall IoU: 74.56Mean IoU: 75.71
referring-expression-segmentation-on-refcoco-4PolyFormer-B#13Overall IoU: 72.89Mean IoU: 74.51
referring-expression-segmentation-on-refcoco-5PolyFormer-L#10Overall IoU: 61.87Mean IoU: 66.73
referring-expression-segmentation-on-refcoco-5PolyFormer-B#12Overall IoU: 59.33Mean IoU: 64.64
referring-expression-segmentation-on-refcocogPolyFormer-L#10Overall IoU: 69.2Mean IoU: 71.15
referring-expression-segmentation-on-refcocogPolyFormer-B#12Overall IoU: 67.76Mean IoU: 69.36
referring-expression-segmentation-on-refcocog-1PolyFormer-L#9Overall IoU: 70.19Mean IoU: 71.17
referring-expression-segmentation-on-refcocog-1PolyFormer-B#10Overall IoU: 69.05Mean IoU: 69.88
referring-expression-segmentation-on-referitPolyFormer-L#1Overall IoU: 72.6Mean IoU: 67.22
referring-expression-segmentation-on-referitPolyFormer-B#2Overall IoU: 71.91Mean IoU: 65.98