Revisiting Continual Semantic Segmentation with Pre-trained Vision Models

Benchmark Model Rank Results
overlapped-100-50-on-ade20kDFT (DFT+FixBC)#3mIoU: 34.6
overlapped-100-50-on-ade20kDFT (DFT+FixBC+P)#6mIoU: 34.3
overlapped-50-50-on-ade20kDFT (DFT+FixBC+P)#4mIoU: 31.4
overlapped-50-50-on-ade20kDFT (DFT+FixBC)#5mIoU: 30.5
overlapped-15-1-on-pascal-voc-2012DFT (DFT+FixBC+P)#8mIoU: 59.8
overlapped-15-1-on-pascal-voc-2012DFT (DFT+FixBC)#10mIoU: 55.7
overlapped-15-1-on-pascal-voc-2012DFT (DFT+FixB)#12mIoU: 44.8