ResearchBenchmarksContinual Semantic Segmentation on PASCAL VOC 2-1 19 tasks 2012Continual Semantic Segmentation on PASCAL VOC 2-1 19 tasks 2012Follow76.3mIoU (0-2 classes)CogCaS17.12432.48747.8563.213Mar 14, 2026Evaluation resultsMethodMethodLinksmIoU (0-2 classes)mIoU (3-20 classes)mIoU (Overall)CogCaS2026.0376.371.271.9IPSeg2026.0360.132.636.2SSUL2026.0359.634.738.2MiB+NeST2026.0324.58.110.4MiB2026.0323.67.910.14PLOP+NeST2026.0320.17.910.5PLOP2026.0319.46.28.1