Mitigating Background Shift in Class-Incremental Semantic Segmentation

Benchmark Model Rank Results
disjoint-15-1-on-pascal-voc-2012MBS#1mIoU: 78.1
disjoint-15-5-on-pascal-voc-2012MBS#1Mean IoU: 79.0
overlapped-10-1-on-pascal-voc-2012MBS#1mIoU: 77.19
overlapped-100-10-on-ade20kMBS#1Mean IoU (test): 44.5
overlapped-100-5-on-ade20kMBS#1mIoU: 42.8
overlapped-100-50-on-ade20kMBS#1mIoU: 45.7
overlapped-15-1-on-pascal-voc-2012MBS#1mIoU: 80.6
overlapped-15-5-on-pascal-voc-2012MBS#1Mean IoU (val): 82.6
overlapped-5-3-on-pascal-voc-2012MBS#1Mean IoU (test): 78.1
overlapped-50-50-on-ade20kMBS#1mIoU: 45.4