Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation

Benchmark Model Rank Results
semantic-segmentation-on-densepassTrans4PASS+ (multi-scale)#1mIoU: 57.23%
semantic-segmentation-on-densepassTrans4PASS+ (single-scale)#2mIoU: 56.45%
semantic-segmentation-on-stanford2d3d-1Trans4PASS+ (Supervised + Small + MS)#7mIoU: 54.0%
semantic-segmentation-on-stanford2d3d-1Trans4PASS+ (UDA + MPA + MS)#10mIoU: 52.3%
semantic-segmentation-on-synpassTrans4PASS+#1mIoU: 39.16%